data <- read.csv("Life Expectancy Data.csv")
head(data)
##       Country Year     Status Life.expectancy Adult.Mortality infant.deaths
## 1 Afghanistan 2015 Developing            65.0             263            62
## 2 Afghanistan 2014 Developing            59.9             271            64
## 3 Afghanistan 2013 Developing            59.9             268            66
## 4 Afghanistan 2012 Developing            59.5             272            69
## 5 Afghanistan 2011 Developing            59.2             275            71
## 6 Afghanistan 2010 Developing            58.8             279            74
##   Alcohol percentage.expenditure Hepatitis.B Measles  BMI under.five.deaths
## 1    0.01              71.279624          65    1154 19.1                83
## 2    0.01              73.523582          62     492 18.6                86
## 3    0.01              73.219243          64     430 18.1                89
## 4    0.01              78.184215          67    2787 17.6                93
## 5    0.01               7.097109          68    3013 17.2                97
## 6    0.01              79.679367          66    1989 16.7               102
##   Polio Total.expenditure Diphtheria HIV.AIDS       GDP Population
## 1     6              8.16         65      0.1 584.25921   33736494
## 2    58              8.18         62      0.1 612.69651     327582
## 3    62              8.13         64      0.1 631.74498   31731688
## 4    67              8.52         67      0.1 669.95900    3696958
## 5    68              7.87         68      0.1  63.53723    2978599
## 6    66              9.20         66      0.1 553.32894    2883167
##   thinness..1.19.years thinness.5.9.years Income.composition.of.resources
## 1                 17.2               17.3                           0.479
## 2                 17.5               17.5                           0.476
## 3                 17.7               17.7                           0.470
## 4                 17.9               18.0                           0.463
## 5                 18.2               18.2                           0.454
## 6                 18.4               18.4                           0.448
##   Schooling
## 1      10.1
## 2      10.0
## 3       9.9
## 4       9.8
## 5       9.5
## 6       9.2
missing_counts <- data.frame(feature = factor(names(data)),
                    counts=sapply(data, function(x) sum(is.na(x))))


ggplot(missing_counts,
       aes(x=counts, y=reorder(feature, -counts), fill=counts)) +
                                  geom_bar(stat="identity") +
                                  ggtitle("Missing Value Counts for each Feature") +
                                  xlab("Missing Count") + ylab("Feature") +
                                  theme(axis.text.x=element_text(angle=20, hjust=1))+
                                  theme(text = element_text(size = 12))+
                                  scale_fill_continuous()

plot(Life.expectancy~Schooling,data=data, main = "Schooling vs. Life Expectancy")

hist(data$Life.expectancy, 
     xlab = "Life Expectancy",
     main = "Distribution of Life Expectancy")

##Filling In Missing Values using imputation

library(missForest)
library(dplyr)
class(data)
## [1] "data.frame"

Need to Drop Country And Year First (Can add them back later)

columns_to_exclude <- c("Year", "Country")

# Select all columns except the ones to exclude
le <- data %>% dplyr::select(-one_of(columns_to_exclude))

Change necessary variables into factors

le$Status <- as.factor(le$Status)

The missForest package is specifically designed for imputing missing data in datasets with mixed types of variables (numeric and categorical). It uses a random forest-based imputation method.

imputed_data <- missForest(le)

imputed_data <- imputed_data$ximp

##Split Data into Training and Testing

set.seed(123) 

train_indices <- sample(seq_len(nrow(imputed_data)), size = 0.7 * nrow(imputed_data))

data_train <- imputed_data[train_indices, ]

data_test <- imputed_data[-train_indices, ]
library(corrplot)
columns_to_exclude <- c("Year", "Country","Status")
numericcol <- imputed_data %>% dplyr::select(-one_of(columns_to_exclude))
## Warning: Unknown columns: `Year`, `Country`
M = cor(numericcol)
corrplot(M, method = 'number') # colorful number

#par(mar = c(1, 1, 1, 1))  # Adjust margin to increase space for the plot

# Create a colorful number correlation plot
#corrplot(M, method = 'number', type = 'upper', tl.col = 'black', tl.srt = 45, mar = c(0, 0, 2, 0))

##Gabby EDA Explore Relationship Between Adult Mortality and Life Expectancy (Filled by Status) Looking for general trends between immunizations and life expectancy:

data$Measles <- pmin(data$Measles, 1000)
data$Polio <- pmin(data$Polio, 1000)

plot(Life.expectancy~Hepatitis.B,data=data, main = "Hepatitis B Immunization Among 1-Year-Olds (%) vs. Life Expectancy")

plot(Life.expectancy~Measles,data=data, fill = Status, main = "# Reported Measles cases (per 1000) vs. Life Expectancy")
## Warning in plot.window(...): "fill" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "fill" is not a graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "fill" is not a
## graphical parameter

## Warning in axis(side = side, at = at, labels = labels, ...): "fill" is not a
## graphical parameter
## Warning in box(...): "fill" is not a graphical parameter
## Warning in title(...): "fill" is not a graphical parameter

plot(Life.expectancy~Polio,data=data, main = "# Reported Polio cases (per 1000) vs. Life Expectancy")

plot(Life.expectancy~Diphtheria,data=data, main = "DTP3 Immunization Among 1-Year-Olds (%) vs. Life Expectancy")

##Emily EDA

# Mortality Group vs. Life Expectancy
# how to plot interaction effects when it's all quantitative variables?
plot(Life.expectancy~Adult.Mortality,data=data, main = "Adult Mortality vs. Life Expectancy")

plot(Life.expectancy~Adult.Mortality,data=data, col = ifelse(data$Status == "Developed", "blue", "red"), main = "Adult Mortality vs. Life Expectancy")

plot(Life.expectancy~Adult.Mortality,data=data, main = "Adult Mortality vs. Life Expectancy (subset)", xlim = c(0, 150))

# a lot of clustered groups in adult mortality 
plot(Life.expectancy~infant.deaths,data=data, main = "Infant Deaths vs. Life Expectancy")

plot(Life.expectancy~infant.deaths,data=data, main = "Infant Deaths vs. Life Expectancy (subset)", xlim = c(0,100))

# generally downward slope but more scattered
plot(Life.expectancy~under.five.deaths,data=data, main = "Under 5 Deaths vs. Life Expectancy")

plot(Life.expectancy~under.five.deaths,data=data, main = "Under 5 Deaths vs. Life Expectancy (subset)", xlim = c(0,1000))

# generally downward slope but more scattered
plot(Life.expectancy~HIV.AIDS,data=data, main = "Deaths Caused by HIV/AIDS vs. Life Expectancy")

# countries where income composition = 0 
# If the income composition of resources component of the HDI is reported as 0 for a country, it suggests that the country's income is not derived from the specific factors or resources considered in that component of the HDI
adultmortality <- subset(data, Adult.Mortality < 150)
adultmortality
##                                                   Country Year     Status
## 14                                            Afghanistan 2002 Developing
## 17                                                Albania 2015 Developing
## 18                                                Albania 2014 Developing
## 19                                                Albania 2013 Developing
## 20                                                Albania 2012 Developing
## 21                                                Albania 2011 Developing
## 22                                                Albania 2010 Developing
## 23                                                Albania 2009 Developing
## 24                                                Albania 2008 Developing
## 25                                                Albania 2007 Developing
## 26                                                Albania 2006 Developing
## 27                                                Albania 2005 Developing
## 28                                                Albania 2004 Developing
## 29                                                Albania 2003 Developing
## 30                                                Albania 2002 Developing
## 31                                                Albania 2001 Developing
## 32                                                Albania 2000 Developing
## 33                                                Algeria 2015 Developing
## 34                                                Algeria 2014 Developing
## 35                                                Algeria 2013 Developing
## 36                                                Algeria 2012 Developing
## 37                                                Algeria 2011 Developing
## 38                                                Algeria 2010 Developing
## 39                                                Algeria 2009 Developing
## 40                                                Algeria 2008 Developing
## 41                                                Algeria 2007 Developing
## 42                                                Algeria 2006 Developing
## 43                                                Algeria 2005 Developing
## 44                                                Algeria 2004 Developing
## 45                                                Algeria 2003 Developing
## 46                                                Algeria 2002 Developing
## 47                                                Algeria 2001 Developing
## 48                                                Algeria 2000 Developing
## 63                                                 Angola 2001 Developing
## 64                                                 Angola 2000 Developing
## 65                                    Antigua and Barbuda 2015 Developing
## 66                                    Antigua and Barbuda 2014 Developing
## 67                                    Antigua and Barbuda 2013 Developing
## 68                                    Antigua and Barbuda 2012 Developing
## 69                                    Antigua and Barbuda 2011 Developing
## 70                                    Antigua and Barbuda 2010 Developing
## 71                                    Antigua and Barbuda 2009 Developing
## 72                                    Antigua and Barbuda 2008 Developing
## 73                                    Antigua and Barbuda 2007 Developing
## 74                                    Antigua and Barbuda 2006 Developing
## 75                                    Antigua and Barbuda 2005 Developing
## 76                                    Antigua and Barbuda 2004 Developing
## 81                                              Argentina 2015 Developing
## 82                                              Argentina 2014 Developing
## 83                                              Argentina 2013 Developing
## 84                                              Argentina 2012 Developing
## 85                                              Argentina 2011 Developing
## 86                                              Argentina 2010 Developing
## 87                                              Argentina 2009 Developing
## 88                                              Argentina 2008 Developing
## 89                                              Argentina 2007 Developing
## 90                                              Argentina 2006 Developing
## 91                                              Argentina 2005 Developing
## 92                                              Argentina 2004 Developing
## 93                                              Argentina 2003 Developing
## 94                                              Argentina 2002 Developing
## 95                                              Argentina 2001 Developing
## 96                                              Argentina 2000 Developing
## 97                                                Armenia 2015 Developing
## 98                                                Armenia 2014 Developing
## 99                                                Armenia 2013 Developing
## 100                                               Armenia 2012 Developing
## 101                                               Armenia 2011 Developing
## 102                                               Armenia 2010 Developing
## 103                                               Armenia 2009 Developing
## 104                                               Armenia 2008 Developing
## 105                                               Armenia 2007 Developing
## 106                                               Armenia 2006 Developing
## 107                                               Armenia 2005 Developing
## 108                                               Armenia 2004 Developing
## 109                                               Armenia 2003 Developing
## 110                                               Armenia 2002 Developing
## 111                                               Armenia 2001 Developing
## 112                                               Armenia 2000 Developing
## 113                                             Australia 2015  Developed
## 114                                             Australia 2014  Developed
## 115                                             Australia 2013  Developed
## 116                                             Australia 2012  Developed
## 117                                             Australia 2011  Developed
## 118                                             Australia 2010  Developed
## 119                                             Australia 2009  Developed
## 120                                             Australia 2008  Developed
## 121                                             Australia 2007  Developed
## 122                                             Australia 2006  Developed
## 123                                             Australia 2005  Developed
## 124                                             Australia 2004  Developed
## 125                                             Australia 2003  Developed
## 126                                             Australia 2002  Developed
## 127                                             Australia 2001  Developed
## 128                                             Australia 2000  Developed
## 129                                               Austria 2015  Developed
## 130                                               Austria 2014  Developed
## 131                                               Austria 2013  Developed
## 132                                               Austria 2012  Developed
## 133                                               Austria 2011  Developed
## 134                                               Austria 2010  Developed
## 135                                               Austria 2009  Developed
## 136                                               Austria 2008  Developed
## 137                                               Austria 2007  Developed
## 138                                               Austria 2006  Developed
## 139                                               Austria 2005  Developed
## 140                                               Austria 2004  Developed
## 141                                               Austria 2003  Developed
## 142                                               Austria 2002  Developed
## 143                                               Austria 2001  Developed
## 144                                               Austria 2000  Developed
## 145                                            Azerbaijan 2015 Developing
## 146                                            Azerbaijan 2014 Developing
## 147                                            Azerbaijan 2013 Developing
## 148                                            Azerbaijan 2012 Developing
## 149                                            Azerbaijan 2011 Developing
## 150                                            Azerbaijan 2010 Developing
## 151                                            Azerbaijan 2009 Developing
## 152                                            Azerbaijan 2008 Developing
## 153                                            Azerbaijan 2007 Developing
## 158                                            Azerbaijan 2002 Developing
## 160                                            Azerbaijan 2000 Developing
## 161                                               Bahamas 2015 Developing
## 162                                               Bahamas 2014 Developing
## 174                                               Bahamas 2002 Developing
## 177                                               Bahrain 2015 Developing
## 178                                               Bahrain 2014 Developing
## 179                                               Bahrain 2013 Developing
## 180                                               Bahrain 2012 Developing
## 181                                               Bahrain 2011 Developing
## 182                                               Bahrain 2010 Developing
## 183                                               Bahrain 2009 Developing
## 184                                               Bahrain 2008 Developing
## 185                                               Bahrain 2007 Developing
## 186                                               Bahrain 2006 Developing
## 187                                               Bahrain 2005 Developing
## 188                                               Bahrain 2004 Developing
## 189                                               Bahrain 2003 Developing
## 190                                               Bahrain 2002 Developing
## 191                                               Bahrain 2001 Developing
## 192                                               Bahrain 2000 Developing
## 193                                            Bangladesh 2015 Developing
## 194                                            Bangladesh 2014 Developing
## 195                                            Bangladesh 2013 Developing
## 196                                            Bangladesh 2012 Developing
## 197                                            Bangladesh 2011 Developing
## 198                                            Bangladesh 2010 Developing
## 199                                            Bangladesh 2009 Developing
## 200                                            Bangladesh 2008 Developing
## 209                                              Barbados 2015 Developing
## 210                                              Barbados 2014 Developing
## 211                                              Barbados 2013 Developing
## 212                                              Barbados 2012 Developing
## 213                                              Barbados 2011 Developing
## 214                                              Barbados 2010 Developing
## 215                                              Barbados 2009 Developing
## 216                                              Barbados 2008 Developing
## 217                                              Barbados 2007 Developing
## 218                                              Barbados 2006 Developing
## 219                                              Barbados 2005 Developing
## 220                                              Barbados 2004 Developing
## 221                                              Barbados 2003 Developing
## 222                                              Barbados 2002 Developing
## 223                                              Barbados 2001 Developing
## 224                                              Barbados 2000 Developing
## 227                                               Belarus 2013 Developing
## 241                                               Belgium 2015  Developed
## 242                                               Belgium 2014  Developed
## 243                                               Belgium 2013  Developed
## 244                                               Belgium 2012  Developed
## 245                                               Belgium 2011  Developed
## 246                                               Belgium 2010  Developed
## 247                                               Belgium 2009  Developed
## 248                                               Belgium 2008  Developed
## 249                                               Belgium 2007  Developed
## 250                                               Belgium 2006  Developed
## 251                                               Belgium 2005  Developed
## 252                                               Belgium 2004  Developed
## 253                                               Belgium 2003  Developed
## 254                                               Belgium 2002  Developed
## 255                                               Belgium 2001  Developed
## 256                                               Belgium 2000  Developed
## 259                                                Belize 2013 Developing
## 269                                                Belize 2003 Developing
## 271                                                Belize 2001 Developing
## 303                                                Bhutan 2001 Developing
## 310                      Bolivia (Plurinational State of) 2010 Developing
## 311                      Bolivia (Plurinational State of) 2009 Developing
## 317                      Bolivia (Plurinational State of) 2003 Developing
## 321                                Bosnia and Herzegovina 2015 Developing
## 322                                Bosnia and Herzegovina 2014 Developing
## 323                                Bosnia and Herzegovina 2013 Developing
## 324                                Bosnia and Herzegovina 2012 Developing
## 325                                Bosnia and Herzegovina 2011 Developing
## 326                                Bosnia and Herzegovina 2010 Developing
## 327                                Bosnia and Herzegovina 2009 Developing
## 328                                Bosnia and Herzegovina 2008 Developing
## 329                                Bosnia and Herzegovina 2007 Developing
## 330                                Bosnia and Herzegovina 2006 Developing
## 331                                Bosnia and Herzegovina 2005 Developing
## 332                                Bosnia and Herzegovina 2004 Developing
## 333                                Bosnia and Herzegovina 2003 Developing
## 334                                Bosnia and Herzegovina 2002 Developing
## 335                                Bosnia and Herzegovina 2001 Developing
## 336                                Bosnia and Herzegovina 2000 Developing
## 340                                              Botswana 2012 Developing
## 353                                                Brazil 2015 Developing
## 354                                                Brazil 2014 Developing
## 355                                                Brazil 2013 Developing
## 356                                                Brazil 2012 Developing
## 364                                                Brazil 2004 Developing
## 369                                     Brunei Darussalam 2015 Developing
## 370                                     Brunei Darussalam 2014 Developing
## 371                                     Brunei Darussalam 2013 Developing
## 372                                     Brunei Darussalam 2012 Developing
## 373                                     Brunei Darussalam 2011 Developing
## 374                                     Brunei Darussalam 2010 Developing
## 375                                     Brunei Darussalam 2009 Developing
## 376                                     Brunei Darussalam 2008 Developing
## 377                                     Brunei Darussalam 2007 Developing
## 378                                     Brunei Darussalam 2006 Developing
## 379                                     Brunei Darussalam 2005 Developing
## 380                                     Brunei Darussalam 2004 Developing
## 381                                     Brunei Darussalam 2003 Developing
## 382                                     Brunei Darussalam 2002 Developing
## 383                                     Brunei Darussalam 2001 Developing
## 384                                     Brunei Darussalam 2000 Developing
## 385                                              Bulgaria 2015  Developed
## 386                                              Bulgaria 2014  Developed
## 387                                              Bulgaria 2013  Developed
## 388                                              Bulgaria 2012  Developed
## 389                                              Bulgaria 2011  Developed
## 390                                              Bulgaria 2010  Developed
## 395                                              Bulgaria 2005  Developed
## 399                                              Bulgaria 2001  Developed
## 401                                          Burkina Faso 2015 Developing
## 403                                          Burkina Faso 2013 Developing
## 410                                          Burkina Faso 2006 Developing
## 419                                               Burundi 2013 Developing
## 422                                               Burundi 2010 Developing
## 424                                               Burundi 2008 Developing
## 434                                         Côte d'Ivoire 2014 Developing
## 449                                            Cabo Verde 2015 Developing
## 450                                            Cabo Verde 2014 Developing
## 451                                            Cabo Verde 2013 Developing
## 452                                            Cabo Verde 2012 Developing
## 453                                            Cabo Verde 2011 Developing
## 454                                            Cabo Verde 2010 Developing
## 455                                            Cabo Verde 2009 Developing
## 456                                            Cabo Verde 2008 Developing
## 457                                            Cabo Verde 2007 Developing
## 458                                            Cabo Verde 2006 Developing
## 459                                            Cabo Verde 2005 Developing
## 460                                            Cabo Verde 2004 Developing
## 461                                            Cabo Verde 2003 Developing
## 462                                            Cabo Verde 2002 Developing
## 469                                              Cambodia 2011 Developing
## 473                                              Cambodia 2007 Developing
## 486                                              Cameroon 2010 Developing
## 491                                              Cameroon 2005 Developing
## 494                                              Cameroon 2002 Developing
## 495                                              Cameroon 2001 Developing
## 497                                                Canada 2015 Developing
## 498                                                Canada 2014 Developing
## 499                                                Canada 2013 Developing
## 500                                                Canada 2012 Developing
## 501                                                Canada 2011 Developing
## 502                                                Canada 2010 Developing
## 503                                                Canada 2009 Developing
## 504                                                Canada 2008 Developing
## 505                                                Canada 2007 Developing
## 506                                                Canada 2006 Developing
## 507                                                Canada 2005 Developing
## 508                                                Canada 2004 Developing
## 509                                                Canada 2003 Developing
## 510                                                Canada 2002 Developing
## 511                                                Canada 2001 Developing
## 512                                                Canada 2000 Developing
## 522                              Central African Republic 2006 Developing
## 525                              Central African Republic 2003 Developing
## 526                              Central African Republic 2002 Developing
## 527                              Central African Republic 2001 Developing
## 528                              Central African Republic 2000 Developing
## 535                                                  Chad 2009 Developing
## 539                                                  Chad 2005 Developing
## 540                                                  Chad 2004 Developing
## 541                                                  Chad 2003 Developing
## 542                                                  Chad 2002 Developing
## 543                                                  Chad 2001 Developing
## 544                                                  Chad 2000 Developing
## 545                                                 Chile 2015 Developing
## 546                                                 Chile 2014 Developing
## 547                                                 Chile 2013 Developing
## 548                                                 Chile 2012 Developing
## 549                                                 Chile 2011 Developing
## 550                                                 Chile 2010 Developing
## 551                                                 Chile 2009 Developing
## 552                                                 Chile 2008 Developing
## 553                                                 Chile 2007 Developing
## 554                                                 Chile 2006 Developing
## 555                                                 Chile 2005 Developing
## 556                                                 Chile 2004 Developing
## 557                                                 Chile 2003 Developing
## 558                                                 Chile 2002 Developing
## 559                                                 Chile 2001 Developing
## 560                                                 Chile 2000 Developing
## 561                                                 China 2015 Developing
## 562                                                 China 2014 Developing
## 563                                                 China 2013 Developing
## 564                                                 China 2012 Developing
## 565                                                 China 2011 Developing
## 566                                                 China 2010 Developing
## 567                                                 China 2009 Developing
## 568                                                 China 2008 Developing
## 569                                                 China 2007 Developing
## 570                                                 China 2006 Developing
## 571                                                 China 2005 Developing
## 572                                                 China 2004 Developing
## 573                                                 China 2003 Developing
## 574                                                 China 2002 Developing
## 575                                                 China 2001 Developing
## 576                                                 China 2000 Developing
## 577                                              Colombia 2015 Developing
## 578                                              Colombia 2014 Developing
## 579                                              Colombia 2013 Developing
## 580                                              Colombia 2012 Developing
## 581                                              Colombia 2011 Developing
## 582                                              Colombia 2010 Developing
## 583                                              Colombia 2009 Developing
## 584                                              Colombia 2008 Developing
## 585                                              Colombia 2007 Developing
## 586                                              Colombia 2006 Developing
## 587                                              Colombia 2005 Developing
## 588                                              Colombia 2004 Developing
## 589                                              Colombia 2003 Developing
## 594                                               Comoros 2014 Developing
## 620                                                 Congo 2004 Developing
## 626                                            Costa Rica 2015 Developing
## 627                                            Costa Rica 2014 Developing
## 628                                            Costa Rica 2013 Developing
## 629                                            Costa Rica 2012 Developing
## 630                                            Costa Rica 2011 Developing
## 631                                            Costa Rica 2010 Developing
## 632                                            Costa Rica 2009 Developing
## 633                                            Costa Rica 2008 Developing
## 634                                            Costa Rica 2007 Developing
## 635                                            Costa Rica 2006 Developing
## 636                                            Costa Rica 2005 Developing
## 637                                            Costa Rica 2004 Developing
## 638                                            Costa Rica 2003 Developing
## 639                                            Costa Rica 2002 Developing
## 640                                            Costa Rica 2001 Developing
## 641                                            Costa Rica 2000 Developing
## 642                                               Croatia 2015  Developed
## 643                                               Croatia 2014  Developed
## 644                                               Croatia 2013  Developed
## 645                                               Croatia 2012  Developed
## 646                                               Croatia 2011  Developed
## 647                                               Croatia 2010  Developed
## 648                                               Croatia 2009  Developed
## 649                                               Croatia 2008  Developed
## 650                                               Croatia 2007  Developed
## 651                                               Croatia 2006  Developed
## 652                                               Croatia 2005  Developed
## 653                                               Croatia 2004  Developed
## 654                                               Croatia 2003  Developed
## 655                                               Croatia 2002  Developed
## 656                                               Croatia 2001  Developed
## 657                                               Croatia 2000  Developed
## 658                                                  Cuba 2015 Developing
## 659                                                  Cuba 2014 Developing
## 660                                                  Cuba 2013 Developing
## 661                                                  Cuba 2012 Developing
## 662                                                  Cuba 2011 Developing
## 663                                                  Cuba 2010 Developing
## 664                                                  Cuba 2009 Developing
## 665                                                  Cuba 2008 Developing
## 666                                                  Cuba 2007 Developing
## 667                                                  Cuba 2006 Developing
## 668                                                  Cuba 2005 Developing
## 669                                                  Cuba 2004 Developing
## 670                                                  Cuba 2003 Developing
## 671                                                  Cuba 2002 Developing
## 672                                                  Cuba 2001 Developing
## 673                                                  Cuba 2000 Developing
## 674                                                Cyprus 2015  Developed
## 675                                                Cyprus 2014  Developed
## 676                                                Cyprus 2013  Developed
## 677                                                Cyprus 2012  Developed
## 678                                                Cyprus 2011  Developed
## 679                                                Cyprus 2010  Developed
## 680                                                Cyprus 2009  Developed
## 681                                                Cyprus 2008  Developed
## 682                                                Cyprus 2007  Developed
## 683                                                Cyprus 2006  Developed
## 684                                                Cyprus 2005  Developed
## 685                                                Cyprus 2004  Developed
## 686                                                Cyprus 2003  Developed
## 687                                                Cyprus 2002  Developed
## 688                                                Cyprus 2001  Developed
## 689                                                Cyprus 2000  Developed
## 690                                               Czechia 2015  Developed
## 691                                               Czechia 2014  Developed
## 692                                               Czechia 2013  Developed
## 693                                               Czechia 2012  Developed
## 694                                               Czechia 2011  Developed
## 695                                               Czechia 2010  Developed
## 696                                               Czechia 2009  Developed
## 697                                               Czechia 2008  Developed
## 698                                               Czechia 2007  Developed
## 699                                               Czechia 2006  Developed
## 700                                               Czechia 2005  Developed
## 701                                               Czechia 2004  Developed
## 702                                               Czechia 2003  Developed
## 703                                               Czechia 2002  Developed
## 704                                               Czechia 2001  Developed
## 705                                               Czechia 2000  Developed
## 706                 Democratic People's Republic of Korea 2015 Developing
## 707                 Democratic People's Republic of Korea 2014 Developing
## 708                 Democratic People's Republic of Korea 2013 Developing
## 709                 Democratic People's Republic of Korea 2012 Developing
## 731                      Democratic Republic of the Congo 2006 Developing
## 736                      Democratic Republic of the Congo 2001 Developing
## 738                                               Denmark 2015  Developed
## 739                                               Denmark 2014  Developed
## 740                                               Denmark 2013  Developed
## 741                                               Denmark 2012  Developed
## 742                                               Denmark 2011  Developed
## 743                                               Denmark 2010  Developed
## 744                                               Denmark 2009  Developed
## 745                                               Denmark 2008  Developed
## 746                                               Denmark 2007  Developed
## 747                                               Denmark 2006  Developed
## 748                                               Denmark 2005  Developed
## 749                                               Denmark 2004  Developed
## 750                                               Denmark 2003  Developed
## 751                                               Denmark 2002  Developed
## 752                                               Denmark 2001  Developed
## 753                                               Denmark 2000  Developed
## 763                                              Djibouti 2006 Developing
## 775                                    Dominican Republic 2011 Developing
## 781                                    Dominican Republic 2005 Developing
## 783                                    Dominican Republic 2003 Developing
## 787                                               Ecuador 2015 Developing
## 788                                               Ecuador 2014 Developing
## 789                                               Ecuador 2013 Developing
## 790                                               Ecuador 2012 Developing
## 791                                               Ecuador 2011 Developing
## 792                                               Ecuador 2010 Developing
## 793                                               Ecuador 2009 Developing
## 794                                               Ecuador 2008 Developing
## 795                                               Ecuador 2007 Developing
## 796                                               Ecuador 2006 Developing
## 798                                               Ecuador 2004 Developing
## 825                                           El Salvador 2009 Developing
## 827                                           El Salvador 2007 Developing
## 831                                           El Salvador 2003 Developing
## 832                                           El Salvador 2002 Developing
## 835                                     Equatorial Guinea 2015 Developing
## 836                                     Equatorial Guinea 2014 Developing
## 841                                     Equatorial Guinea 2009 Developing
## 861                                               Eritrea 2005 Developing
## 867                                               Estonia 2015 Developing
## 868                                               Estonia 2014 Developing
## 869                                               Estonia 2013 Developing
## 870                                               Estonia 2012 Developing
## 871                                               Estonia 2011 Developing
## 872                                               Estonia 2010 Developing
## 891                                              Ethiopia 2007 Developing
## 900                                                  Fiji 2014 Developing
## 904                                                  Fiji 2010 Developing
## 905                                                  Fiji 2009 Developing
## 906                                                  Fiji 2008 Developing
## 907                                                  Fiji 2007 Developing
## 911                                                  Fiji 2003 Developing
## 912                                                  Fiji 2002 Developing
## 915                                               Finland 2015 Developing
## 916                                               Finland 2014 Developing
## 917                                               Finland 2013 Developing
## 918                                               Finland 2012 Developing
## 919                                               Finland 2011 Developing
## 920                                               Finland 2010 Developing
## 921                                               Finland 2009 Developing
## 922                                               Finland 2008 Developing
## 923                                               Finland 2007 Developing
## 924                                               Finland 2006 Developing
## 925                                               Finland 2005 Developing
## 926                                               Finland 2004 Developing
## 927                                               Finland 2003 Developing
## 928                                               Finland 2002 Developing
## 929                                               Finland 2001 Developing
## 930                                               Finland 2000 Developing
## 931                                                France 2015 Developing
## 932                                                France 2014 Developing
## 933                                                France 2013 Developing
## 934                                                France 2012 Developing
## 935                                                France 2011 Developing
## 936                                                France 2010 Developing
## 937                                                France 2009 Developing
## 938                                                France 2008 Developing
## 939                                                France 2007 Developing
## 940                                                France 2006 Developing
## 941                                                France 2005 Developing
## 942                                                France 2004 Developing
## 943                                                France 2003 Developing
## 944                                                France 2002 Developing
## 945                                                France 2001 Developing
## 946                                                France 2000 Developing
## 953                                                 Gabon 2009 Developing
## 957                                                 Gabon 2005 Developing
## 959                                                 Gabon 2003 Developing
## 961                                                 Gabon 2001 Developing
## 977                                                Gambia 2001 Developing
## 978                                                Gambia 2000 Developing
## 979                                               Georgia 2015 Developing
## 980                                               Georgia 2014 Developing
## 981                                               Georgia 2013 Developing
## 982                                               Georgia 2012 Developing
## 983                                               Georgia 2011 Developing
## 984                                               Georgia 2010 Developing
## 985                                               Georgia 2009 Developing
## 986                                               Georgia 2008 Developing
## 987                                               Georgia 2007 Developing
## 988                                               Georgia 2006 Developing
## 989                                               Georgia 2005 Developing
## 990                                               Georgia 2004 Developing
## 991                                               Georgia 2003 Developing
## 992                                               Georgia 2002 Developing
## 993                                               Georgia 2001 Developing
## 994                                               Georgia 2000 Developing
## 995                                               Germany 2015  Developed
## 996                                               Germany 2014  Developed
## 997                                               Germany 2013  Developed
## 998                                               Germany 2012  Developed
## 999                                               Germany 2011  Developed
## 1000                                              Germany 2010  Developed
## 1001                                              Germany 2009  Developed
## 1002                                              Germany 2008  Developed
## 1003                                              Germany 2007  Developed
## 1004                                              Germany 2006  Developed
## 1005                                              Germany 2005  Developed
## 1006                                              Germany 2004  Developed
## 1007                                              Germany 2003  Developed
## 1008                                              Germany 2002  Developed
## 1009                                              Germany 2001  Developed
## 1010                                              Germany 2000  Developed
## 1019                                                Ghana 2007 Developing
## 1022                                                Ghana 2004 Developing
## 1023                                                Ghana 2003 Developing
## 1024                                                Ghana 2002 Developing
## 1025                                                Ghana 2001 Developing
## 1026                                                Ghana 2000 Developing
## 1027                                               Greece 2015 Developing
## 1028                                               Greece 2014 Developing
## 1029                                               Greece 2013 Developing
## 1030                                               Greece 2012 Developing
## 1031                                               Greece 2011 Developing
## 1032                                               Greece 2010 Developing
## 1033                                               Greece 2009 Developing
## 1034                                               Greece 2008 Developing
## 1035                                               Greece 2007 Developing
## 1036                                               Greece 2006 Developing
## 1037                                               Greece 2005 Developing
## 1038                                               Greece 2004 Developing
## 1039                                               Greece 2003 Developing
## 1040                                               Greece 2002 Developing
## 1041                                               Greece 2001 Developing
## 1042                                               Greece 2000 Developing
## 1043                                              Grenada 2015 Developing
## 1044                                              Grenada 2014 Developing
## 1045                                              Grenada 2013 Developing
## 1046                                              Grenada 2012 Developing
## 1047                                              Grenada 2011 Developing
## 1066                                            Guatemala 2008 Developing
## 1068                                            Guatemala 2006 Developing
## 1069                                            Guatemala 2005 Developing
## 1070                                            Guatemala 2004 Developing
## 1071                                            Guatemala 2003 Developing
## 1072                                            Guatemala 2002 Developing
## 1079                                               Guinea 2011 Developing
## 1082                                               Guinea 2008 Developing
## 1083                                               Guinea 2007 Developing
## 1099                                        Guinea-Bissau 2007 Developing
## 1100                                        Guinea-Bissau 2006 Developing
## 1101                                        Guinea-Bissau 2005 Developing
## 1102                                        Guinea-Bissau 2004 Developing
## 1103                                        Guinea-Bissau 2003 Developing
## 1104                                        Guinea-Bissau 2002 Developing
## 1105                                        Guinea-Bissau 2001 Developing
## 1106                                        Guinea-Bissau 2000 Developing
## 1110                                               Guyana 2012 Developing
## 1116                                               Guyana 2006 Developing
## 1123                                                Haiti 2015 Developing
## 1132                                                Haiti 2006 Developing
## 1133                                                Haiti 2005 Developing
## 1134                                                Haiti 2004 Developing
## 1135                                                Haiti 2003 Developing
## 1136                                                Haiti 2002 Developing
## 1137                                                Haiti 2001 Developing
## 1138                                                Haiti 2000 Developing
## 1139                                             Honduras 2015 Developing
## 1140                                             Honduras 2014 Developing
## 1141                                             Honduras 2013 Developing
## 1147                                             Honduras 2007 Developing
## 1155                                              Hungary 2015  Developed
## 1156                                              Hungary 2014  Developed
## 1157                                              Hungary 2013  Developed
## 1158                                              Hungary 2012  Developed
## 1159                                              Hungary 2011  Developed
## 1166                                              Hungary 2004  Developed
## 1171                                              Iceland 2015  Developed
## 1172                                              Iceland 2014  Developed
## 1173                                              Iceland 2013  Developed
## 1174                                              Iceland 2012  Developed
## 1175                                              Iceland 2011  Developed
## 1176                                              Iceland 2010  Developed
## 1177                                              Iceland 2009  Developed
## 1178                                              Iceland 2008  Developed
## 1179                                              Iceland 2007  Developed
## 1180                                              Iceland 2006  Developed
## 1181                                              Iceland 2005  Developed
## 1182                                              Iceland 2004  Developed
## 1183                                              Iceland 2003  Developed
## 1184                                              Iceland 2002  Developed
## 1185                                              Iceland 2001  Developed
## 1186                                              Iceland 2000  Developed
## 1190                                                India 2012 Developing
## 1193                                                India 2009 Developing
## 1194                                                India 2008 Developing
## 1195                                                India 2007 Developing
## 1196                                                India 2006 Developing
## 1211                                            Indonesia 2007 Developing
## 1213                                            Indonesia 2005 Developing
## 1219                           Iran (Islamic Republic of) 2015 Developing
## 1220                           Iran (Islamic Republic of) 2014 Developing
## 1221                           Iran (Islamic Republic of) 2013 Developing
## 1222                           Iran (Islamic Republic of) 2012 Developing
## 1223                           Iran (Islamic Republic of) 2011 Developing
## 1224                           Iran (Islamic Republic of) 2010 Developing
## 1225                           Iran (Islamic Republic of) 2009 Developing
## 1226                           Iran (Islamic Republic of) 2008 Developing
## 1227                           Iran (Islamic Republic of) 2007 Developing
## 1228                           Iran (Islamic Republic of) 2006 Developing
## 1229                           Iran (Islamic Republic of) 2005 Developing
## 1230                           Iran (Islamic Republic of) 2004 Developing
## 1232                           Iran (Islamic Republic of) 2002 Developing
## 1233                           Iran (Islamic Republic of) 2001 Developing
## 1234                           Iran (Islamic Republic of) 2000 Developing
## 1237                                                 Iraq 2013 Developing
## 1238                                                 Iraq 2012 Developing
## 1239                                                 Iraq 2011 Developing
## 1240                                                 Iraq 2010 Developing
## 1241                                                 Iraq 2009 Developing
## 1245                                                 Iraq 2005 Developing
## 1246                                                 Iraq 2004 Developing
## 1248                                                 Iraq 2002 Developing
## 1249                                                 Iraq 2001 Developing
## 1250                                                 Iraq 2000 Developing
## 1251                                              Ireland 2015  Developed
## 1252                                              Ireland 2014  Developed
## 1253                                              Ireland 2013  Developed
## 1254                                              Ireland 2012  Developed
## 1255                                              Ireland 2011  Developed
## 1256                                              Ireland 2010  Developed
## 1257                                              Ireland 2009  Developed
## 1258                                              Ireland 2008  Developed
## 1259                                              Ireland 2007  Developed
## 1260                                              Ireland 2006  Developed
## 1261                                              Ireland 2005  Developed
## 1262                                              Ireland 2004  Developed
## 1263                                              Ireland 2003  Developed
## 1264                                              Ireland 2002  Developed
## 1265                                              Ireland 2001  Developed
## 1266                                              Ireland 2000  Developed
## 1267                                               Israel 2015 Developing
## 1268                                               Israel 2014 Developing
## 1269                                               Israel 2013 Developing
## 1270                                               Israel 2012 Developing
## 1271                                               Israel 2011 Developing
## 1272                                               Israel 2010 Developing
## 1273                                               Israel 2009 Developing
## 1274                                               Israel 2008 Developing
## 1275                                               Israel 2007 Developing
## 1276                                               Israel 2006 Developing
## 1277                                               Israel 2005 Developing
## 1278                                               Israel 2004 Developing
## 1279                                               Israel 2003 Developing
## 1280                                               Israel 2002 Developing
## 1281                                               Israel 2001 Developing
## 1282                                               Israel 2000 Developing
## 1283                                                Italy 2015  Developed
## 1284                                                Italy 2014  Developed
## 1285                                                Italy 2013  Developed
## 1286                                                Italy 2012  Developed
## 1287                                                Italy 2011  Developed
## 1288                                                Italy 2010  Developed
## 1289                                                Italy 2009  Developed
## 1290                                                Italy 2008  Developed
## 1291                                                Italy 2007  Developed
## 1292                                                Italy 2006  Developed
## 1293                                                Italy 2005  Developed
## 1294                                                Italy 2004  Developed
## 1295                                                Italy 2003  Developed
## 1296                                                Italy 2002  Developed
## 1297                                                Italy 2001  Developed
## 1298                                                Italy 2000  Developed
## 1299                                              Jamaica 2015 Developing
## 1300                                              Jamaica 2014 Developing
## 1301                                              Jamaica 2013 Developing
## 1302                                              Jamaica 2012 Developing
## 1303                                              Jamaica 2011 Developing
## 1304                                              Jamaica 2010 Developing
## 1305                                              Jamaica 2009 Developing
## 1306                                              Jamaica 2008 Developing
## 1307                                              Jamaica 2007 Developing
## 1308                                              Jamaica 2006 Developing
## 1315                                                Japan 2015  Developed
## 1316                                                Japan 2014  Developed
## 1317                                                Japan 2013  Developed
## 1318                                                Japan 2012  Developed
## 1319                                                Japan 2011  Developed
## 1320                                                Japan 2010  Developed
## 1321                                                Japan 2009  Developed
## 1322                                                Japan 2008  Developed
## 1323                                                Japan 2007  Developed
## 1324                                                Japan 2006  Developed
## 1325                                                Japan 2005  Developed
## 1326                                                Japan 2004  Developed
## 1327                                                Japan 2003  Developed
## 1328                                                Japan 2002  Developed
## 1329                                                Japan 2001  Developed
## 1330                                                Japan 2000  Developed
## 1331                                               Jordan 2015 Developing
## 1332                                               Jordan 2014 Developing
## 1333                                               Jordan 2013 Developing
## 1334                                               Jordan 2012 Developing
## 1335                                               Jordan 2011 Developing
## 1336                                               Jordan 2010 Developing
## 1337                                               Jordan 2009 Developing
## 1338                                               Jordan 2008 Developing
## 1339                                               Jordan 2007 Developing
## 1340                                               Jordan 2006 Developing
## 1341                                               Jordan 2005 Developing
## 1342                                               Jordan 2004 Developing
## 1343                                               Jordan 2003 Developing
## 1344                                               Jordan 2002 Developing
## 1345                                               Jordan 2001 Developing
## 1346                                               Jordan 2000 Developing
## 1348                                           Kazakhstan 2014 Developing
## 1349                                           Kazakhstan 2013 Developing
## 1380                                             Kiribati 2014 Developing
## 1381                                             Kiribati 2013 Developing
## 1382                                             Kiribati 2012 Developing
## 1383                                             Kiribati 2011 Developing
## 1384                                             Kiribati 2010 Developing
## 1385                                             Kiribati 2009 Developing
## 1386                                             Kiribati 2008 Developing
## 1395                                               Kuwait 2015 Developing
## 1396                                               Kuwait 2014 Developing
## 1397                                               Kuwait 2013 Developing
## 1398                                               Kuwait 2012 Developing
## 1399                                               Kuwait 2011 Developing
## 1400                                               Kuwait 2010 Developing
## 1401                                               Kuwait 2009 Developing
## 1402                                               Kuwait 2008 Developing
## 1403                                               Kuwait 2007 Developing
## 1404                                               Kuwait 2006 Developing
## 1405                                               Kuwait 2005 Developing
## 1406                                               Kuwait 2004 Developing
## 1407                                               Kuwait 2003 Developing
## 1408                                               Kuwait 2002 Developing
## 1409                                               Kuwait 2001 Developing
## 1410                                               Kuwait 2000 Developing
## 1412                                           Kyrgyzstan 2014 Developing
## 1414                                           Kyrgyzstan 2012 Developing
## 1417                                           Kyrgyzstan 2009 Developing
## 1429                     Lao People's Democratic Republic 2013 Developing
## 1430                     Lao People's Democratic Republic 2012 Developing
## 1436                     Lao People's Democratic Republic 2006 Developing
## 1448                                               Latvia 2010  Developed
## 1454                                               Latvia 2004  Developed
## 1455                                               Latvia 2003  Developed
## 1459                                              Lebanon 2015 Developing
## 1460                                              Lebanon 2014 Developing
## 1461                                              Lebanon 2013 Developing
## 1462                                              Lebanon 2012 Developing
## 1463                                              Lebanon 2011 Developing
## 1464                                              Lebanon 2010 Developing
## 1465                                              Lebanon 2009 Developing
## 1466                                              Lebanon 2008 Developing
## 1467                                              Lebanon 2007 Developing
## 1468                                              Lebanon 2006 Developing
## 1469                                              Lebanon 2005 Developing
## 1470                                              Lebanon 2004 Developing
## 1471                                              Lebanon 2003 Developing
## 1472                                              Lebanon 2002 Developing
## 1473                                              Lebanon 2001 Developing
## 1474                                              Lebanon 2000 Developing
## 1479                                              Lesotho 2011 Developing
## 1500                                              Liberia 2006 Developing
## 1503                                              Liberia 2003 Developing
## 1506                                              Liberia 2000 Developing
## 1507                                                Libya 2015 Developing
## 1508                                                Libya 2014 Developing
## 1509                                                Libya 2013 Developing
## 1510                                                Libya 2012 Developing
## 1512                                                Libya 2010 Developing
## 1513                                                Libya 2009 Developing
## 1514                                                Libya 2008 Developing
## 1515                                                Libya 2007 Developing
## 1516                                                Libya 2006 Developing
## 1517                                                Libya 2005 Developing
## 1518                                                Libya 2004 Developing
## 1519                                                Libya 2003 Developing
## 1520                                                Libya 2002 Developing
## 1521                                                Libya 2001 Developing
## 1522                                                Libya 2000 Developing
## 1527                                            Lithuania 2011  Developed
## 1531                                            Lithuania 2007  Developed
## 1534                                            Lithuania 2004  Developed
## 1535                                            Lithuania 2003  Developed
## 1536                                            Lithuania 2002  Developed
## 1537                                            Lithuania 2001  Developed
## 1538                                            Lithuania 2000  Developed
## 1539                                           Luxembourg 2015  Developed
## 1540                                           Luxembourg 2014  Developed
## 1541                                           Luxembourg 2013  Developed
## 1542                                           Luxembourg 2012  Developed
## 1543                                           Luxembourg 2011  Developed
## 1544                                           Luxembourg 2010  Developed
## 1545                                           Luxembourg 2009  Developed
## 1546                                           Luxembourg 2008  Developed
## 1547                                           Luxembourg 2007  Developed
## 1548                                           Luxembourg 2006  Developed
## 1549                                           Luxembourg 2005  Developed
## 1550                                           Luxembourg 2004  Developed
## 1551                                           Luxembourg 2003  Developed
## 1552                                           Luxembourg 2002  Developed
## 1553                                           Luxembourg 2001  Developed
## 1554                                           Luxembourg 2000  Developed
## 1555                                           Madagascar 2015 Developing
## 1557                                           Madagascar 2013 Developing
## 1574                                               Malawi 2012 Developing
## 1581                                               Malawi 2005 Developing
## 1584                                               Malawi 2002 Developing
## 1587                                             Malaysia 2015 Developing
## 1588                                             Malaysia 2014 Developing
## 1589                                             Malaysia 2013 Developing
## 1590                                             Malaysia 2012 Developing
## 1591                                             Malaysia 2011 Developing
## 1592                                             Malaysia 2010 Developing
## 1593                                             Malaysia 2009 Developing
## 1594                                             Malaysia 2008 Developing
## 1595                                             Malaysia 2007 Developing
## 1596                                             Malaysia 2006 Developing
## 1597                                             Malaysia 2005 Developing
## 1598                                             Malaysia 2004 Developing
## 1599                                             Malaysia 2003 Developing
## 1600                                             Malaysia 2002 Developing
## 1601                                             Malaysia 2001 Developing
## 1602                                             Malaysia 2000 Developing
## 1603                                             Maldives 2015 Developing
## 1604                                             Maldives 2014 Developing
## 1605                                             Maldives 2013 Developing
## 1606                                             Maldives 2012 Developing
## 1607                                             Maldives 2011 Developing
## 1608                                             Maldives 2010 Developing
## 1609                                             Maldives 2009 Developing
## 1610                                             Maldives 2008 Developing
## 1611                                             Maldives 2007 Developing
## 1612                                             Maldives 2006 Developing
## 1613                                             Maldives 2005 Developing
## 1614                                             Maldives 2004 Developing
## 1615                                             Maldives 2003 Developing
## 1616                                             Maldives 2002 Developing
## 1617                                             Maldives 2001 Developing
## 1618                                             Maldives 2000 Developing
## 1622                                                 Mali 2012 Developing
## 1629                                                 Mali 2005 Developing
## 1632                                                 Mali 2002 Developing
## 1633                                                 Mali 2001 Developing
## 1634                                                 Mali 2000 Developing
## 1635                                                Malta 2015  Developed
## 1636                                                Malta 2014  Developed
## 1637                                                Malta 2013  Developed
## 1638                                                Malta 2012  Developed
## 1639                                                Malta 2011  Developed
## 1640                                                Malta 2010  Developed
## 1641                                                Malta 2009  Developed
## 1642                                                Malta 2008  Developed
## 1643                                                Malta 2007  Developed
## 1644                                                Malta 2006  Developed
## 1645                                                Malta 2005  Developed
## 1646                                                Malta 2004  Developed
## 1647                                                Malta 2003  Developed
## 1648                                                Malta 2002  Developed
## 1649                                                Malta 2001  Developed
## 1650                                                Malta 2000  Developed
## 1652                                           Mauritania 2015 Developing
## 1653                                           Mauritania 2014 Developing
## 1654                                           Mauritania 2013 Developing
## 1655                                           Mauritania 2012 Developing
## 1667                                           Mauritania 2000 Developing
## 1668                                            Mauritius 2015 Developing
## 1669                                            Mauritius 2014 Developing
## 1670                                            Mauritius 2013 Developing
## 1684                                               Mexico 2015 Developing
## 1685                                               Mexico 2014 Developing
## 1686                                               Mexico 2013 Developing
## 1687                                               Mexico 2012 Developing
## 1688                                               Mexico 2011 Developing
## 1689                                               Mexico 2010 Developing
## 1690                                               Mexico 2009 Developing
## 1691                                               Mexico 2008 Developing
## 1692                                               Mexico 2007 Developing
## 1693                                               Mexico 2006 Developing
## 1694                                               Mexico 2005 Developing
## 1695                                               Mexico 2004 Developing
## 1696                                               Mexico 2003 Developing
## 1697                                               Mexico 2002 Developing
## 1698                                               Mexico 2001 Developing
## 1699                                               Mexico 2000 Developing
## 1712                     Micronesia (Federated States of) 2003 Developing
## 1713                     Micronesia (Federated States of) 2002 Developing
## 1722                                             Mongolia 2010 Developing
## 1725                                             Mongolia 2007 Developing
## 1733                                           Montenegro 2015 Developing
## 1734                                           Montenegro 2014 Developing
## 1735                                           Montenegro 2013 Developing
## 1736                                           Montenegro 2012 Developing
## 1737                                           Montenegro 2011 Developing
## 1738                                           Montenegro 2010 Developing
## 1739                                           Montenegro 2009 Developing
## 1740                                           Montenegro 2008 Developing
## 1741                                           Montenegro 2007 Developing
## 1742                                           Montenegro 2006 Developing
## 1743                                           Montenegro 2005 Developing
## 1744                                           Montenegro 2004 Developing
## 1745                                           Montenegro 2003 Developing
## 1746                                           Montenegro 2002 Developing
## 1747                                           Montenegro 2001 Developing
## 1748                                           Montenegro 2000 Developing
## 1749                                              Morocco 2015 Developing
## 1750                                              Morocco 2014 Developing
## 1751                                              Morocco 2013 Developing
## 1752                                              Morocco 2012 Developing
## 1753                                              Morocco 2011 Developing
## 1754                                              Morocco 2010 Developing
## 1755                                              Morocco 2009 Developing
## 1756                                              Morocco 2008 Developing
## 1757                                              Morocco 2007 Developing
## 1758                                              Morocco 2006 Developing
## 1759                                              Morocco 2005 Developing
## 1760                                              Morocco 2004 Developing
## 1761                                              Morocco 2003 Developing
## 1762                                              Morocco 2002 Developing
## 1764                                              Morocco 2000 Developing
## 1767                                           Mozambique 2013 Developing
## 1768                                           Mozambique 2012 Developing
## 1769                                           Mozambique 2011 Developing
## 1770                                           Mozambique 2010 Developing
## 1771                                           Mozambique 2009 Developing
## 1772                                           Mozambique 2008 Developing
## 1779                                           Mozambique 2001 Developing
## 1780                                           Mozambique 2000 Developing
## 1782                                              Myanmar 2014 Developing
## 1783                                              Myanmar 2013 Developing
## 1784                                              Myanmar 2012 Developing
## 1785                                              Myanmar 2011 Developing
## 1786                                              Myanmar 2010 Developing
## 1790                                              Myanmar 2006 Developing
## 1803                                              Namibia 2009 Developing
## 1812                                              Namibia 2000 Developing
## 1823                                                Nepal 2006 Developing
## 1824                                                Nepal 2005 Developing
## 1826                                                Nepal 2003 Developing
## 1828                                                Nepal 2001 Developing
## 1830                                          Netherlands 2015  Developed
## 1831                                          Netherlands 2014  Developed
## 1832                                          Netherlands 2013  Developed
## 1833                                          Netherlands 2012  Developed
## 1834                                          Netherlands 2011  Developed
## 1835                                          Netherlands 2010  Developed
## 1836                                          Netherlands 2009  Developed
## 1837                                          Netherlands 2008  Developed
## 1838                                          Netherlands 2007  Developed
## 1839                                          Netherlands 2006  Developed
## 1840                                          Netherlands 2005  Developed
## 1841                                          Netherlands 2004  Developed
## 1842                                          Netherlands 2003  Developed
## 1843                                          Netherlands 2002  Developed
## 1844                                          Netherlands 2001  Developed
## 1845                                          Netherlands 2000  Developed
## 1846                                          New Zealand 2015  Developed
## 1847                                          New Zealand 2014  Developed
## 1848                                          New Zealand 2013  Developed
## 1849                                          New Zealand 2012  Developed
## 1850                                          New Zealand 2011  Developed
## 1851                                          New Zealand 2010  Developed
## 1852                                          New Zealand 2009  Developed
## 1853                                          New Zealand 2008  Developed
## 1854                                          New Zealand 2007  Developed
## 1855                                          New Zealand 2006  Developed
## 1856                                          New Zealand 2005  Developed
## 1857                                          New Zealand 2004  Developed
## 1858                                          New Zealand 2003  Developed
## 1859                                          New Zealand 2002  Developed
## 1860                                          New Zealand 2001  Developed
## 1861                                          New Zealand 2000  Developed
## 1862                                            Nicaragua 2015 Developing
## 1863                                            Nicaragua 2014 Developing
## 1866                                            Nicaragua 2011 Developing
## 1871                                            Nicaragua 2006 Developing
## 1878                                                Niger 2015 Developing
## 1890                                                Niger 2003 Developing
## 1904                                              Nigeria 2005 Developing
## 1905                                              Nigeria 2004 Developing
## 1906                                              Nigeria 2003 Developing
## 1907                                              Nigeria 2002 Developing
## 1908                                              Nigeria 2001 Developing
## 1909                                              Nigeria 2000 Developing
## 1911                                               Norway 2015  Developed
## 1912                                               Norway 2014  Developed
## 1913                                               Norway 2013  Developed
## 1914                                               Norway 2012  Developed
## 1915                                               Norway 2011  Developed
## 1916                                               Norway 2010  Developed
## 1917                                               Norway 2009  Developed
## 1918                                               Norway 2008  Developed
## 1919                                               Norway 2007  Developed
## 1920                                               Norway 2006  Developed
## 1921                                               Norway 2005  Developed
## 1922                                               Norway 2004  Developed
## 1923                                               Norway 2003  Developed
## 1924                                               Norway 2002  Developed
## 1925                                               Norway 2001  Developed
## 1926                                               Norway 2000  Developed
## 1927                                                 Oman 2015 Developing
## 1928                                                 Oman 2014 Developing
## 1929                                                 Oman 2013 Developing
## 1930                                                 Oman 2012 Developing
## 1931                                                 Oman 2011 Developing
## 1932                                                 Oman 2010 Developing
## 1933                                                 Oman 2009 Developing
## 1934                                                 Oman 2008 Developing
## 1935                                                 Oman 2007 Developing
## 1936                                                 Oman 2006 Developing
## 1937                                                 Oman 2005 Developing
## 1938                                                 Oman 2004 Developing
## 1939                                                 Oman 2003 Developing
## 1940                                                 Oman 2002 Developing
## 1941                                                 Oman 2001 Developing
## 1942                                                 Oman 2000 Developing
## 1953                                             Pakistan 2005 Developing
## 1958                                             Pakistan 2000 Developing
## 1960                                               Panama 2015 Developing
## 1961                                               Panama 2014 Developing
## 1962                                               Panama 2013 Developing
## 1963                                               Panama 2012 Developing
## 1964                                               Panama 2011 Developing
## 1965                                               Panama 2010 Developing
## 1966                                               Panama 2009 Developing
## 1967                                               Panama 2008 Developing
## 1968                                               Panama 2007 Developing
## 1969                                               Panama 2006 Developing
## 1970                                               Panama 2005 Developing
## 1971                                               Panama 2004 Developing
## 1972                                               Panama 2003 Developing
## 1973                                               Panama 2002 Developing
## 1974                                               Panama 2001 Developing
## 1975                                               Panama 2000 Developing
## 1983                                     Papua New Guinea 2008 Developing
## 1986                                     Papua New Guinea 2005 Developing
## 1992                                             Paraguay 2015 Developing
## 1993                                             Paraguay 2014 Developing
## 1994                                             Paraguay 2013 Developing
## 1995                                             Paraguay 2012 Developing
## 1996                                             Paraguay 2011 Developing
## 2006                                             Paraguay 2001 Developing
## 2008                                                 Peru 2015 Developing
## 2009                                                 Peru 2014 Developing
## 2010                                                 Peru 2013 Developing
## 2011                                                 Peru 2012 Developing
## 2012                                                 Peru 2011 Developing
## 2013                                                 Peru 2010 Developing
## 2014                                                 Peru 2009 Developing
## 2015                                                 Peru 2008 Developing
## 2016                                                 Peru 2007 Developing
## 2017                                                 Peru 2006 Developing
## 2018                                                 Peru 2005 Developing
## 2021                                                 Peru 2002 Developing
## 2022                                                 Peru 2001 Developing
## 2040                                               Poland 2015  Developed
## 2041                                               Poland 2014  Developed
## 2042                                               Poland 2013  Developed
## 2043                                               Poland 2012  Developed
## 2044                                               Poland 2011  Developed
## 2045                                               Poland 2010  Developed
## 2046                                               Poland 2009  Developed
## 2047                                               Poland 2008  Developed
## 2048                                               Poland 2007  Developed
## 2049                                               Poland 2006  Developed
## 2050                                               Poland 2005  Developed
## 2051                                               Poland 2004  Developed
## 2052                                               Poland 2003  Developed
## 2053                                               Poland 2002  Developed
## 2054                                               Poland 2001  Developed
## 2056                                             Portugal 2015  Developed
## 2057                                             Portugal 2014  Developed
## 2058                                             Portugal 2013  Developed
## 2059                                             Portugal 2012  Developed
## 2060                                             Portugal 2011  Developed
## 2061                                             Portugal 2010  Developed
## 2062                                             Portugal 2009  Developed
## 2063                                             Portugal 2008  Developed
## 2064                                             Portugal 2007  Developed
## 2065                                             Portugal 2006  Developed
## 2066                                             Portugal 2005  Developed
## 2067                                             Portugal 2004  Developed
## 2068                                             Portugal 2003  Developed
## 2069                                             Portugal 2002  Developed
## 2070                                             Portugal 2001  Developed
## 2071                                             Portugal 2000  Developed
## 2072                                                Qatar 2015 Developing
## 2073                                                Qatar 2014 Developing
## 2074                                                Qatar 2013 Developing
## 2075                                                Qatar 2012 Developing
## 2076                                                Qatar 2011 Developing
## 2077                                                Qatar 2010 Developing
## 2078                                                Qatar 2009 Developing
## 2079                                                Qatar 2008 Developing
## 2080                                                Qatar 2007 Developing
## 2081                                                Qatar 2006 Developing
## 2082                                                Qatar 2005 Developing
## 2083                                                Qatar 2004 Developing
## 2084                                                Qatar 2003 Developing
## 2085                                                Qatar 2002 Developing
## 2086                                                Qatar 2001 Developing
## 2087                                                Qatar 2000 Developing
## 2088                                    Republic of Korea 2015 Developing
## 2089                                    Republic of Korea 2014 Developing
## 2090                                    Republic of Korea 2013 Developing
## 2091                                    Republic of Korea 2012 Developing
## 2092                                    Republic of Korea 2011 Developing
## 2093                                    Republic of Korea 2010 Developing
## 2094                                    Republic of Korea 2009 Developing
## 2095                                    Republic of Korea 2008 Developing
## 2096                                    Republic of Korea 2007 Developing
## 2097                                    Republic of Korea 2006 Developing
## 2098                                    Republic of Korea 2005 Developing
## 2099                                    Republic of Korea 2004 Developing
## 2100                                    Republic of Korea 2003 Developing
## 2101                                    Republic of Korea 2002 Developing
## 2102                                    Republic of Korea 2001 Developing
## 2103                                    Republic of Korea 2000 Developing
## 2120                                              Romania 2015  Developed
## 2121                                              Romania 2014  Developed
## 2122                                              Romania 2013  Developed
## 2123                                              Romania 2012  Developed
## 2124                                              Romania 2011  Developed
## 2145                                   Russian Federation 2006 Developing
## 2150                                   Russian Federation 2001 Developing
## 2151                                   Russian Federation 2000 Developing
## 2153                                               Rwanda 2014 Developing
## 2157                                               Rwanda 2010 Developing
## 2162                                               Rwanda 2005 Developing
## 2164                                               Rwanda 2003 Developing
## 2169                                          Saint Lucia 2015 Developing
## 2170                                          Saint Lucia 2014 Developing
## 2171                                          Saint Lucia 2013 Developing
## 2172                                          Saint Lucia 2012 Developing
## 2173                                          Saint Lucia 2011 Developing
## 2174                                          Saint Lucia 2010 Developing
## 2175                                          Saint Lucia 2009 Developing
## 2176                                          Saint Lucia 2008 Developing
## 2179                                          Saint Lucia 2005 Developing
## 2189                     Saint Vincent and the Grenadines 2011 Developing
## 2193                     Saint Vincent and the Grenadines 2007 Developing
## 2201                                                Samoa 2015 Developing
## 2202                                                Samoa 2014 Developing
## 2203                                                Samoa 2013 Developing
## 2204                                                Samoa 2012 Developing
## 2205                                                Samoa 2011 Developing
## 2206                                                Samoa 2010 Developing
## 2208                                                Samoa 2008 Developing
## 2209                                                Samoa 2007 Developing
## 2211                                                Samoa 2005 Developing
## 2216                                                Samoa 2000 Developing
## 2218                                Sao Tome and Principe 2015 Developing
## 2223                                Sao Tome and Principe 2010 Developing
## 2224                                Sao Tome and Principe 2009 Developing
## 2227                                Sao Tome and Principe 2006 Developing
## 2234                                         Saudi Arabia 2015 Developing
## 2235                                         Saudi Arabia 2014 Developing
## 2236                                         Saudi Arabia 2013 Developing
## 2237                                         Saudi Arabia 2012 Developing
## 2238                                         Saudi Arabia 2011 Developing
## 2239                                         Saudi Arabia 2010 Developing
## 2240                                         Saudi Arabia 2009 Developing
## 2241                                         Saudi Arabia 2008 Developing
## 2242                                         Saudi Arabia 2007 Developing
## 2243                                         Saudi Arabia 2006 Developing
## 2244                                         Saudi Arabia 2005 Developing
## 2245                                         Saudi Arabia 2004 Developing
## 2246                                         Saudi Arabia 2003 Developing
## 2247                                         Saudi Arabia 2002 Developing
## 2248                                         Saudi Arabia 2001 Developing
## 2249                                         Saudi Arabia 2000 Developing
## 2253                                              Senegal 2012 Developing
## 2254                                              Senegal 2011 Developing
## 2258                                              Senegal 2007 Developing
## 2265                                              Senegal 2000 Developing
## 2266                                               Serbia 2015 Developing
## 2267                                               Serbia 2014 Developing
## 2268                                               Serbia 2013 Developing
## 2269                                               Serbia 2012 Developing
## 2270                                               Serbia 2011 Developing
## 2271                                               Serbia 2010 Developing
## 2272                                               Serbia 2009 Developing
## 2273                                               Serbia 2008 Developing
## 2274                                               Serbia 2007 Developing
## 2275                                               Serbia 2006 Developing
## 2276                                               Serbia 2005 Developing
## 2277                                               Serbia 2004 Developing
## 2278                                               Serbia 2003 Developing
## 2279                                               Serbia 2002 Developing
## 2280                                               Serbia 2001 Developing
## 2281                                               Serbia 2000 Developing
## 2283                                           Seychelles 2014 Developing
## 2287                                           Seychelles 2010 Developing
## 2300                                         Sierra Leone 2013 Developing
## 2306                                         Sierra Leone 2007 Developing
## 2308                                         Sierra Leone 2005 Developing
## 2310                                         Sierra Leone 2003 Developing
## 2314                                            Singapore 2015  Developed
## 2315                                            Singapore 2014  Developed
## 2316                                            Singapore 2013  Developed
## 2317                                            Singapore 2012  Developed
## 2318                                            Singapore 2011  Developed
## 2319                                            Singapore 2010  Developed
## 2320                                            Singapore 2009  Developed
## 2321                                            Singapore 2008  Developed
## 2322                                            Singapore 2007  Developed
## 2323                                            Singapore 2006  Developed
## 2324                                            Singapore 2005  Developed
## 2325                                            Singapore 2004  Developed
## 2326                                            Singapore 2003  Developed
## 2327                                            Singapore 2002  Developed
## 2328                                            Singapore 2001  Developed
## 2329                                            Singapore 2000  Developed
## 2330                                             Slovakia 2015  Developed
## 2331                                             Slovakia 2014  Developed
## 2332                                             Slovakia 2013  Developed
## 2333                                             Slovakia 2012  Developed
## 2334                                             Slovakia 2011  Developed
## 2335                                             Slovakia 2010  Developed
## 2336                                             Slovakia 2009  Developed
## 2337                                             Slovakia 2008  Developed
## 2338                                             Slovakia 2007  Developed
## 2339                                             Slovakia 2006  Developed
## 2340                                             Slovakia 2005  Developed
## 2341                                             Slovakia 2004  Developed
## 2342                                             Slovakia 2003  Developed
## 2343                                             Slovakia 2002  Developed
## 2344                                             Slovakia 2001  Developed
## 2345                                             Slovakia 2000  Developed
## 2346                                             Slovenia 2015  Developed
## 2347                                             Slovenia 2014  Developed
## 2348                                             Slovenia 2013  Developed
## 2349                                             Slovenia 2012  Developed
## 2350                                             Slovenia 2011  Developed
## 2351                                             Slovenia 2010  Developed
## 2352                                             Slovenia 2009  Developed
## 2353                                             Slovenia 2008  Developed
## 2354                                             Slovenia 2007  Developed
## 2355                                             Slovenia 2006  Developed
## 2356                                             Slovenia 2005  Developed
## 2357                                             Slovenia 2004  Developed
## 2358                                             Slovenia 2003  Developed
## 2359                                             Slovenia 2002  Developed
## 2360                                             Slovenia 2001  Developed
## 2361                                             Slovenia 2000  Developed
## 2370                                      Solomon Islands 2007 Developing
## 2371                                      Solomon Islands 2006 Developing
## 2372                                      Solomon Islands 2005 Developing
## 2373                                      Solomon Islands 2004 Developing
## 2375                                      Solomon Islands 2002 Developing
## 2386                                              Somalia 2007 Developing
## 2397                                         South Africa 2012 Developing
## 2425                                          South Sudan 2000 Developing
## 2426                                                Spain 2015  Developed
## 2427                                                Spain 2014  Developed
## 2428                                                Spain 2013  Developed
## 2429                                                Spain 2012  Developed
## 2430                                                Spain 2011  Developed
## 2431                                                Spain 2010  Developed
## 2432                                                Spain 2009  Developed
## 2433                                                Spain 2008  Developed
## 2434                                                Spain 2007  Developed
## 2435                                                Spain 2006  Developed
## 2436                                                Spain 2005  Developed
## 2437                                                Spain 2004  Developed
## 2438                                                Spain 2003  Developed
## 2439                                                Spain 2002  Developed
## 2440                                                Spain 2001  Developed
## 2441                                                Spain 2000  Developed
## 2442                                            Sri Lanka 2015 Developing
## 2443                                            Sri Lanka 2014 Developing
## 2444                                            Sri Lanka 2013 Developing
## 2445                                            Sri Lanka 2012 Developing
## 2446                                            Sri Lanka 2011 Developing
## 2447                                            Sri Lanka 2010 Developing
## 2450                                            Sri Lanka 2007 Developing
## 2451                                            Sri Lanka 2006 Developing
## 2452                                            Sri Lanka 2005 Developing
## 2454                                            Sri Lanka 2003 Developing
## 2455                                            Sri Lanka 2002 Developing
## 2456                                            Sri Lanka 2001 Developing
## 2467                                                Sudan 2006 Developing
## 2479                                             Suriname 2010 Developing
## 2482                                             Suriname 2007 Developing
## 2484                                             Suriname 2005 Developing
## 2496                                            Swaziland 2009 Developing
## 2498                                            Swaziland 2007 Developing
## 2500                                            Swaziland 2005 Developing
## 2501                                            Swaziland 2004 Developing
## 2502                                            Swaziland 2003 Developing
## 2506                                               Sweden 2015  Developed
## 2507                                               Sweden 2014  Developed
## 2508                                               Sweden 2013  Developed
## 2509                                               Sweden 2012  Developed
## 2510                                               Sweden 2011  Developed
## 2511                                               Sweden 2010  Developed
## 2512                                               Sweden 2009  Developed
## 2513                                               Sweden 2008  Developed
## 2514                                               Sweden 2007  Developed
## 2515                                               Sweden 2006  Developed
## 2516                                               Sweden 2005  Developed
## 2517                                               Sweden 2004  Developed
## 2518                                               Sweden 2003  Developed
## 2519                                               Sweden 2002  Developed
## 2520                                               Sweden 2001  Developed
## 2521                                               Sweden 2000  Developed
## 2522                                          Switzerland 2015  Developed
## 2523                                          Switzerland 2014  Developed
## 2524                                          Switzerland 2013  Developed
## 2525                                          Switzerland 2012  Developed
## 2526                                          Switzerland 2011  Developed
## 2527                                          Switzerland 2010  Developed
## 2528                                          Switzerland 2009  Developed
## 2529                                          Switzerland 2008  Developed
## 2530                                          Switzerland 2007  Developed
## 2531                                          Switzerland 2006  Developed
## 2532                                          Switzerland 2005  Developed
## 2533                                          Switzerland 2004  Developed
## 2534                                          Switzerland 2003  Developed
## 2535                                          Switzerland 2002  Developed
## 2536                                          Switzerland 2001  Developed
## 2537                                          Switzerland 2000  Developed
## 2540                                 Syrian Arab Republic 2013 Developing
## 2541                                 Syrian Arab Republic 2012 Developing
## 2543                                 Syrian Arab Republic 2010 Developing
## 2544                                 Syrian Arab Republic 2009 Developing
## 2545                                 Syrian Arab Republic 2008 Developing
## 2546                                 Syrian Arab Republic 2007 Developing
## 2547                                 Syrian Arab Republic 2006 Developing
## 2548                                 Syrian Arab Republic 2005 Developing
## 2549                                 Syrian Arab Republic 2004 Developing
## 2550                                 Syrian Arab Republic 2003 Developing
## 2551                                 Syrian Arab Republic 2002 Developing
## 2552                                 Syrian Arab Republic 2001 Developing
## 2553                                 Syrian Arab Republic 2000 Developing
## 2570                                             Thailand 2015 Developing
## 2576                                             Thailand 2009 Developing
## 2586            The former Yugoslav republic of Macedonia 2015 Developing
## 2587            The former Yugoslav republic of Macedonia 2014 Developing
## 2588            The former Yugoslav republic of Macedonia 2013 Developing
## 2589            The former Yugoslav republic of Macedonia 2012 Developing
## 2590            The former Yugoslav republic of Macedonia 2011 Developing
## 2591            The former Yugoslav republic of Macedonia 2010 Developing
## 2592            The former Yugoslav republic of Macedonia 2009 Developing
## 2593            The former Yugoslav republic of Macedonia 2008 Developing
## 2594            The former Yugoslav republic of Macedonia 2007 Developing
## 2595            The former Yugoslav republic of Macedonia 2006 Developing
## 2596            The former Yugoslav republic of Macedonia 2005 Developing
## 2597            The former Yugoslav republic of Macedonia 2004 Developing
## 2598            The former Yugoslav republic of Macedonia 2003 Developing
## 2599            The former Yugoslav republic of Macedonia 2002 Developing
## 2600            The former Yugoslav republic of Macedonia 2001 Developing
## 2601            The former Yugoslav republic of Macedonia 2000 Developing
## 2612                                          Timor-Leste 2005 Developing
## 2614                                          Timor-Leste 2003 Developing
## 2622                                                 Togo 2011 Developing
## 2634                                                Tonga 2015 Developing
## 2635                                                Tonga 2014 Developing
## 2636                                                Tonga 2013 Developing
## 2637                                                Tonga 2012 Developing
## 2638                                                Tonga 2011 Developing
## 2639                                                Tonga 2010 Developing
## 2640                                                Tonga 2009 Developing
## 2641                                                Tonga 2008 Developing
## 2642                                                Tonga 2007 Developing
## 2643                                                Tonga 2006 Developing
## 2644                                                Tonga 2005 Developing
## 2650                                  Trinidad and Tobago 2015 Developing
## 2661                                  Trinidad and Tobago 2004 Developing
## 2666                                              Tunisia 2015 Developing
## 2667                                              Tunisia 2014 Developing
## 2668                                              Tunisia 2013 Developing
## 2669                                              Tunisia 2012 Developing
## 2670                                              Tunisia 2011 Developing
## 2671                                              Tunisia 2010 Developing
## 2672                                              Tunisia 2009 Developing
## 2673                                              Tunisia 2008 Developing
## 2674                                              Tunisia 2007 Developing
## 2675                                              Tunisia 2006 Developing
## 2676                                              Tunisia 2005 Developing
## 2677                                              Tunisia 2004 Developing
## 2678                                              Tunisia 2003 Developing
## 2679                                              Tunisia 2002 Developing
## 2680                                              Tunisia 2001 Developing
## 2681                                              Tunisia 2000 Developing
## 2682                                               Turkey 2015 Developing
## 2683                                               Turkey 2014 Developing
## 2684                                               Turkey 2013 Developing
## 2685                                               Turkey 2012 Developing
## 2686                                               Turkey 2011 Developing
## 2687                                               Turkey 2010 Developing
## 2688                                               Turkey 2009 Developing
## 2689                                               Turkey 2008 Developing
## 2690                                               Turkey 2007 Developing
## 2691                                               Turkey 2006 Developing
## 2692                                               Turkey 2005 Developing
## 2693                                               Turkey 2004 Developing
## 2694                                               Turkey 2003 Developing
## 2695                                               Turkey 2002 Developing
## 2696                                               Turkey 2001 Developing
## 2697                                               Turkey 2000 Developing
## 2701                                         Turkmenistan 2012 Developing
## 2716                                               Uganda 2014 Developing
## 2722                                               Uganda 2008 Developing
## 2723                                               Uganda 2007 Developing
## 2724                                               Uganda 2006 Developing
## 2727                                               Uganda 2003 Developing
## 2732                                              Ukraine 2014 Developing
## 2734                                              Ukraine 2012 Developing
## 2735                                              Ukraine 2011 Developing
## 2747                                 United Arab Emirates 2015 Developing
## 2748                                 United Arab Emirates 2014 Developing
## 2749                                 United Arab Emirates 2013 Developing
## 2750                                 United Arab Emirates 2012 Developing
## 2751                                 United Arab Emirates 2011 Developing
## 2752                                 United Arab Emirates 2010 Developing
## 2753                                 United Arab Emirates 2009 Developing
## 2754                                 United Arab Emirates 2008 Developing
## 2755                                 United Arab Emirates 2007 Developing
## 2756                                 United Arab Emirates 2006 Developing
## 2757                                 United Arab Emirates 2005 Developing
## 2758                                 United Arab Emirates 2004 Developing
## 2759                                 United Arab Emirates 2003 Developing
## 2760                                 United Arab Emirates 2002 Developing
## 2761                                 United Arab Emirates 2001 Developing
## 2762                                 United Arab Emirates 2000 Developing
## 2763 United Kingdom of Great Britain and Northern Ireland 2015  Developed
## 2764 United Kingdom of Great Britain and Northern Ireland 2014  Developed
## 2765 United Kingdom of Great Britain and Northern Ireland 2013  Developed
## 2766 United Kingdom of Great Britain and Northern Ireland 2012  Developed
## 2767 United Kingdom of Great Britain and Northern Ireland 2011  Developed
## 2768 United Kingdom of Great Britain and Northern Ireland 2010  Developed
## 2769 United Kingdom of Great Britain and Northern Ireland 2009  Developed
## 2770 United Kingdom of Great Britain and Northern Ireland 2008  Developed
## 2771 United Kingdom of Great Britain and Northern Ireland 2007  Developed
## 2772 United Kingdom of Great Britain and Northern Ireland 2006  Developed
## 2773 United Kingdom of Great Britain and Northern Ireland 2005  Developed
## 2774 United Kingdom of Great Britain and Northern Ireland 2004  Developed
## 2775 United Kingdom of Great Britain and Northern Ireland 2003  Developed
## 2776 United Kingdom of Great Britain and Northern Ireland 2002  Developed
## 2777 United Kingdom of Great Britain and Northern Ireland 2001  Developed
## 2778 United Kingdom of Great Britain and Northern Ireland 2000  Developed
## 2780                          United Republic of Tanzania 2014 Developing
## 2784                          United Republic of Tanzania 2010 Developing
## 2792                          United Republic of Tanzania 2002 Developing
## 2793                          United Republic of Tanzania 2001 Developing
## 2795                             United States of America 2015  Developed
## 2796                             United States of America 2014  Developed
## 2797                             United States of America 2013  Developed
## 2798                             United States of America 2012  Developed
## 2799                             United States of America 2011  Developed
## 2800                             United States of America 2010  Developed
## 2801                             United States of America 2009  Developed
## 2802                             United States of America 2008  Developed
## 2803                             United States of America 2007  Developed
## 2804                             United States of America 2006  Developed
## 2805                             United States of America 2005  Developed
## 2806                             United States of America 2004  Developed
## 2807                             United States of America 2003  Developed
## 2808                             United States of America 2002  Developed
## 2809                             United States of America 2001  Developed
## 2810                             United States of America 2000  Developed
## 2811                                              Uruguay 2015 Developing
## 2812                                              Uruguay 2014 Developing
## 2813                                              Uruguay 2013 Developing
## 2814                                              Uruguay 2012 Developing
## 2815                                              Uruguay 2011 Developing
## 2816                                              Uruguay 2010 Developing
## 2817                                              Uruguay 2009 Developing
## 2818                                              Uruguay 2008 Developing
## 2819                                              Uruguay 2007 Developing
## 2820                                              Uruguay 2006 Developing
## 2821                                              Uruguay 2005 Developing
## 2822                                              Uruguay 2004 Developing
## 2823                                              Uruguay 2003 Developing
## 2824                                              Uruguay 2002 Developing
## 2825                                              Uruguay 2001 Developing
## 2826                                              Uruguay 2000 Developing
## 2843                                              Vanuatu 2015 Developing
## 2844                                              Vanuatu 2014 Developing
## 2845                                              Vanuatu 2013 Developing
## 2846                                              Vanuatu 2012 Developing
## 2847                                              Vanuatu 2011 Developing
## 2848                                              Vanuatu 2010 Developing
## 2849                                              Vanuatu 2009 Developing
## 2858                                              Vanuatu 2000 Developing
## 2875                                             Viet Nam 2015 Developing
## 2876                                             Viet Nam 2014 Developing
## 2877                                             Viet Nam 2013 Developing
## 2878                                             Viet Nam 2012 Developing
## 2879                                             Viet Nam 2011 Developing
## 2880                                             Viet Nam 2010 Developing
## 2881                                             Viet Nam 2009 Developing
## 2882                                             Viet Nam 2008 Developing
## 2883                                             Viet Nam 2007 Developing
## 2884                                             Viet Nam 2006 Developing
## 2885                                             Viet Nam 2005 Developing
## 2886                                             Viet Nam 2004 Developing
## 2887                                             Viet Nam 2003 Developing
## 2888                                             Viet Nam 2002 Developing
## 2889                                             Viet Nam 2001 Developing
## 2890                                             Viet Nam 2000 Developing
## 2899                                                Yemen 2007 Developing
## 2904                                                Yemen 2002 Developing
## 2907                                               Zambia 2015 Developing
## 2914                                               Zambia 2008 Developing
## 2919                                               Zambia 2003 Developing
## 2920                                               Zambia 2002 Developing
## 2931                                             Zimbabwe 2007 Developing
## 2932                                             Zimbabwe 2006 Developing
## 2936                                             Zimbabwe 2002 Developing
##      Life.expectancy Adult.Mortality infant.deaths Alcohol
## 14              56.2               3            88    0.01
## 17              77.8              74             0    4.60
## 18              77.5               8             0    4.51
## 19              77.2              84             0    4.76
## 20              76.9              86             0    5.14
## 21              76.6              88             0    5.37
## 22              76.2              91             1    5.28
## 23              76.1              91             1    5.79
## 24              75.3               1             1    5.61
## 25              75.9               9             1    5.58
## 26              74.2              99             1    5.31
## 27              73.5              15             1    5.16
## 28              73.0              17             1    4.54
## 29              72.8              18             1    4.29
## 30              73.3              15             1    3.73
## 31              73.6              14             1    4.25
## 32              72.6              11             1    3.66
## 33              75.6              19            21      NA
## 34              75.4              11            21    0.01
## 35              75.3             112            21    0.53
## 36              75.1             113            21    0.66
## 37              74.9             116            21    0.56
## 38              74.7             119            21    0.45
## 39              74.4             123            20    0.50
## 40              74.1             126            20    0.46
## 41              73.8             129            20    0.44
## 42              73.4             132            20    0.36
## 43              72.9             136            19    0.50
## 44              72.3              14            19    0.45
## 45              71.7             146            20    0.34
## 46              71.6             145            20    0.36
## 47              71.4             145            20    0.23
## 48              71.3             145            21    0.25
## 63              45.7              44            97    2.58
## 64              45.3              48            97    1.85
## 65              76.4              13             0      NA
## 66              76.2             131             0    8.56
## 67              76.1             133             0    8.58
## 68              75.9             134             0    8.18
## 69              75.7             136             0    7.84
## 70              75.6             138             0    7.84
## 71              75.4              14             0    7.82
## 72              75.2             142             0    8.27
## 73              75.0             144             0    8.64
## 74              74.8             145             0    8.93
## 75              74.6             147             0    8.15
## 76              74.4             149             0    7.28
## 81              76.3             116             8      NA
## 82              76.2             118             8    7.93
## 83              76.0             119             8    8.28
## 84              75.9              12             9    8.35
## 85              75.7              12             9    8.11
## 86              75.5             121            10    8.15
## 87              75.6             126            10    8.33
## 88              75.4             126            10    8.41
## 89              74.8             129            10    8.16
## 90              75.2             127            11    7.75
## 91              74.9             127            11    7.53
## 92              74.7              13            11    7.63
## 93              74.1             137            11    7.62
## 94              74.1             138            12    7.81
## 95              74.0             138            12    7.76
## 96              74.1             137            12    7.68
## 97              74.8             118             1      NA
## 98              74.6              12             1    3.91
## 99              74.4             123             1    3.79
## 100             74.4             121             1    3.89
## 101             73.9             128             1    4.09
## 102             73.5             132             1    4.23
## 103             73.3             137             1    3.96
## 104             73.2              14             1    3.96
## 105             73.5             132             1    3.99
## 106             72.9             141             1    4.01
## 107             73.0             137             1    4.25
## 108             73.0             132             1    3.81
## 109             72.7             134             1    3.03
## 110             72.6             134             1    2.86
## 111             72.6             141             1    2.86
## 112             72.0             142             1    2.90
## 113             82.8              59             1      NA
## 114             82.7               6             1    9.71
## 115             82.5              61             1    9.87
## 116             82.3              61             1   10.03
## 117             82.0              63             1   10.30
## 118             81.9              64             1   10.52
## 119             81.7              66             1   10.62
## 120             81.3              66             1   10.76
## 121             81.3              66             1   10.56
## 122             81.2              66             1   10.31
## 123             81.0              67             1   10.30
## 124             86.0              69             1    9.84
## 125             83.0              71             1    9.97
## 126             79.9              73             1    9.84
## 127             79.9              75             1    9.53
## 128             79.5              78             1   10.17
## 129             81.5              65             0      NA
## 130             81.4              66             0   12.32
## 131             81.1              68             0   11.82
## 132             88.0               7             0   12.26
## 133             88.0              73             0   12.04
## 134             84.0              75             0   12.10
## 135             82.0              77             0   11.30
## 136             84.0              76             0   12.00
## 137             81.0               8             0   12.50
## 138             79.8              81             0   12.40
## 139             79.4              85             0   12.40
## 140             79.3              86             0   12.10
## 141             78.8              88             0   12.20
## 142             78.7               9             0   12.50
## 143             78.6              92             0   12.40
## 144             78.1              96             0   13.20
## 145             72.7             118             5      NA
## 146             72.5             119             5    0.01
## 147             72.2             121             5    2.14
## 148             71.9             123             5    0.01
## 149             71.6             125             5    1.98
## 150             71.1              13             5    1.98
## 151             78.0             132             6    2.10
## 152             73.0             141             6    1.18
## 153             73.0              14             6    1.02
## 158             67.8             146             7    0.55
## 160             66.6              16             9    0.65
## 161             76.1             147             0      NA
## 162             75.4              16             0    9.45
## 174             73.1              19             0   10.85
## 177             76.9              69             0      NA
## 178             76.8               7             0    1.57
## 179             76.7               7             0    1.65
## 180             76.5              71             0    1.70
## 181             76.1              76             0    1.66
## 182             76.1              73             0    1.93
## 183             76.0              74             0    1.95
## 184             75.8              76             0    2.00
## 185             75.6              77             0    2.00
## 186             75.5              79             0    2.10
## 187             75.3              81             0    2.05
## 188             75.2              83             0    2.16
## 189             75.0              85             0    2.16
## 190             74.9              87             0    1.99
## 191             74.7               9             0    1.95
## 192             74.5              92             0    2.15
## 193             71.8             129            92      NA
## 194             71.4             132            98    0.01
## 195             71.0             135           104    0.01
## 196             77.0             137           111    0.01
## 197             73.0              14           118    0.01
## 198             69.9             142           126    0.01
## 199             69.5             144           135    0.01
## 200             69.1             147           144    0.01
## 209             75.5              98             0      NA
## 210             75.4               1             0    8.82
## 211             75.2              11             0    8.74
## 212             75.1              12             0    8.61
## 213             74.9              14             0    8.51
## 214             74.7              16             0    8.41
## 215             74.6              19             0    8.46
## 216             74.4             111             0    8.95
## 217             74.2             113             0    8.47
## 218             74.1             115             0    8.39
## 219             73.9             117             0    8.01
## 220             73.8             119             0    7.68
## 221             73.7             121             0    7.65
## 222             73.5             123             0    7.59
## 223             73.4             125             0    7.38
## 224             73.3             127             0    7.43
## 227             71.7              23             0   14.66
## 241             81.1              74             0      NA
## 242             89.0              76             0   12.60
## 243             87.0              77             0   11.77
## 244             83.0              78             0   10.08
## 245             83.0               8             0   10.11
## 246             80.0              81             0   10.22
## 247             79.8              85             0   10.05
## 248             79.5              87             0   10.47
## 249             79.5              86             0   10.25
## 250             79.4              85             0   10.98
## 251             78.9              89             0   12.27
## 252             78.8              91             1   12.05
## 253             78.3              95             0   11.28
## 254             78.0              99             1   11.29
## 255             78.0               1             1   11.01
## 256             77.6              11             1   11.21
## 259             69.8              18             0    6.56
## 269             68.4              21             0    5.67
## 271             68.2              21             0    4.90
## 303             61.7              29             1    0.14
## 310             68.7              22             9    3.95
## 311             68.0              27            10    3.87
## 317             64.5              23            13    2.37
## 321             77.4              88             0      NA
## 322             77.2              89             0    4.03
## 323             77.0               9             0    4.12
## 324             76.8              92             0    4.61
## 325             76.9              92             0    4.64
## 326             76.4              94             0    4.54
## 327             76.1              97             0    4.75
## 328             76.0              98             0    5.13
## 329             75.4              16             0    5.16
## 330             75.7               1             0    4.82
## 331             75.0              12             0    4.56
## 332             75.5              99             0    4.25
## 333             75.2              12             0    4.14
## 334             75.4              11             0    3.84
## 335             74.9             113             0    3.85
## 336             74.6             116             0    3.64
## 340             63.4               3             2    0.01
## 353             75.0             142            42      NA
## 354             74.8             144            44    7.32
## 355             74.7             146            46    7.24
## 356             74.5             148            49    7.55
## 364             72.0              17            81    6.85
## 369             77.7              78             0      NA
## 370             77.6               8             0    0.01
## 371             77.1              84             0    0.01
## 372             78.3              79             0    0.01
## 373             77.4              79             0    0.97
## 374             76.9              79             0    0.88
## 375             76.8              88             0    0.25
## 376             77.2              84             0    0.67
## 377             76.0               1             0    0.85
## 378             76.3              93             0    0.67
## 379             76.2              92             0    0.16
## 380             76.4              89             0    0.11
## 381             76.0              89             0    0.12
## 382             74.8              95             0    0.13
## 383             74.7              19             0    0.47
## 384             74.4              16             0    0.37
## 385             74.5             137             0      NA
## 386             74.3             138             1   12.03
## 387             74.1              14             1   12.06
## 388             73.9             139             1   10.99
## 389             73.7             144             1   10.67
## 390             73.4             147             1   10.80
## 395             72.1              16             1   10.48
## 399             71.6              16             1   10.72
## 401             59.9              26            38      NA
## 403             59.0              27            40    4.64
## 410             54.3              32            47    4.73
## 419             58.6              33            22    0.01
## 422             56.8              33            23    4.16
## 424             55.3              35            23    4.33
## 434             52.8              47            58    0.01
## 449             73.3             114             0      NA
## 450             73.0             117             0    0.01
## 451             72.8              12             0    0.01
## 452             72.7             121             0    0.01
## 453             72.6             122             0    5.07
## 454             72.5             123             0    4.75
## 455             72.4             124             0    4.45
## 456             72.4             124             0    4.16
## 457             72.3             126             0    5.28
## 458             72.1             129             0    4.25
## 459             71.8             134             0    4.26
## 460             71.4              14             0    4.19
## 461             71.1             144             0    4.16
## 462             77.0             148             0    3.82
## 469             67.0              19            13    2.12
## 473             65.0              24            16    2.08
## 486             55.3              37            53    6.15
## 491             52.8               4            58    5.03
## 494             51.6              47            60    4.58
## 495             51.5              41            61    4.43
## 497             82.2              64             2      NA
## 498             82.0              65             2    8.10
## 499             81.8              67             2    8.20
## 500             81.6              68             2    8.30
## 501             81.5              68             2    8.20
## 502             81.2               7             2    8.40
## 503             81.0              72             2    8.40
## 504             87.0              74             2    8.30
## 505             85.0              74             2    8.30
## 506             85.0              75             2    8.20
## 507             81.0              76             2    8.00
## 508             80.0              77             2    7.80
## 509             79.7              78             2    7.70
## 510             79.5              79             2    7.70
## 511             79.4               8             2    7.60
## 512             79.1              82             2    7.60
## 522             46.3              56            17    1.54
## 525             45.7              51            17    1.49
## 526             45.6              58            17    1.47
## 527             45.6              54            17    1.52
## 528             46.0              49            16    1.51
## 535             57.0              37            46    0.47
## 539             48.6              46            45    0.42
## 540             48.5              45            44    0.34
## 541             48.4              43            44    0.42
## 542             48.1              43            43    0.36
## 543             48.0               4            42    0.30
## 544             47.6              44            41    0.25
## 545             85.0              82             2      NA
## 546             83.0              83             2    7.16
## 547             81.0              84             2    7.20
## 548             79.9              84             2    6.76
## 549             79.8              86             2    7.26
## 550             79.1              89             2    7.93
## 551             79.3              91             2    7.67
## 552             79.6              88             2    7.31
## 553             78.9               9             2    7.39
## 554             78.9              91             2    7.33
## 555             78.4              93             2    7.57
## 556             78.0              97             2    6.32
## 557             77.9               1             2    6.37
## 558             77.8              11             2    6.06
## 559             77.3              16             2    6.10
## 560             77.3              13             2    6.24
## 561             76.1              85           157      NA
## 562             75.8              86           171    5.78
## 563             75.6              88           185    5.79
## 564             75.4              89           201    5.74
## 565             75.2              91           215    5.63
## 566             75.0              92           231    5.75
## 567             74.9              93           248    4.88
## 568             74.5              97           266    4.27
## 569             74.4              96           285    3.88
## 570             74.2              98           307    3.28
## 571             73.9              99           332    2.92
## 572             73.5              11           360    3.04
## 573             73.1              13           391    2.96
## 574             72.7              16           422    2.91
## 575             72.2              11           457    2.84
## 576             71.7             115           490    3.06
## 577             74.8             143            10      NA
## 578             74.6             144            11    4.38
## 579             74.4             145            11    4.41
## 580             74.3             143            11    4.44
## 581             74.2             144            12    4.37
## 582             73.6              15            12    4.28
## 583             73.6              15            13    4.34
## 584             73.5             146            14    4.45
## 585             73.5             144            14    4.66
## 586             73.1             147            15    4.53
## 587             73.1             144            15    4.38
## 588             72.8             148            16    4.26
## 589             72.4              15            16    4.25
## 594             63.2              23             1    0.01
## 620             54.1              48             9    2.58
## 626             79.6              95             1      NA
## 627             79.5              96             1    3.45
## 628             79.4              96             1    3.42
## 629             79.2              97             1    3.34
## 630             79.0              98             1    3.41
## 631             78.1              16             1    3.58
## 632             79.2              96             1    4.07
## 633             78.9              99             1    4.22
## 634             78.9              93             1    4.20
## 635             78.0              16             1    4.15
## 636             78.6              97             1    4.10
## 637             77.7              12             1    4.09
## 638             78.0               1             1    4.04
## 639             78.3              99             1    4.17
## 640             77.5               1             1    4.29
## 641             77.6              98             1    4.34
## 642             78.0              95             0      NA
## 643             77.8              97             0   12.14
## 644             77.7              97             0   12.39
## 645             77.1              14             0   11.49
## 646             77.0              14             0   12.19
## 647             76.6              16             0   12.10
## 648             76.3              19             0   12.21
## 649             76.0             116             0   12.06
## 650             75.8             114             0   12.56
## 651             75.9             113             0   11.83
## 652             75.2             116             0   11.59
## 653             75.4             114             0   13.11
## 654             74.7             122             0   13.78
## 655             74.8             124             0   13.39
## 656             74.9             126             0   13.15
## 657             74.7             127             0   12.73
## 658             79.1              92             1      NA
## 659             79.0              93             1    4.37
## 660             78.7              96             1    4.18
## 661             78.7              96             1    4.16
## 662             78.8              92             1    4.14
## 663             78.0              98             1    4.13
## 664             78.1              11             1    4.01
## 665             77.9              12             1    4.26
## 666             78.1              14             1    4.13
## 667             78.0              14             1    4.17
## 668             77.2              19             1    4.48
## 669             77.3              17             1    4.38
## 670             77.4              18             1    4.39
## 671             77.7              19             1    4.10
## 672             76.7             115             1    4.04
## 673             76.9             115             1    3.92
## 674             85.0              52             0      NA
## 675             83.0              53             0    0.01
## 676             81.0              54             0    9.04
## 677             80.0              56             0   10.55
## 678             79.7              57             0   10.69
## 679             79.5              59             0   11.32
## 680             79.3               6             0   10.80
## 681             79.1              62             0   12.01
## 682             78.9              63             0   11.56
## 683             78.8              64             0   11.47
## 684             78.7              65             0   11.41
## 685             78.6              65             0   13.03
## 686             78.5              66             0   10.62
## 687             78.4              68             0   11.68
## 688             78.2              69             0   10.16
## 689             78.1               7             0    9.56
## 690             78.8              86             0      NA
## 691             78.6              88             0   12.68
## 692             78.2               9             0   12.45
## 693             78.0              93             0   12.71
## 694             77.8              97             0   12.43
## 695             77.5              99             0   12.69
## 696             77.1              12             0   13.23
## 697             77.0              16             0   13.25
## 698             76.8              17             0   13.43
## 699             76.5              19             0   13.03
## 700             75.9             114             0   13.19
## 701             75.8             116             0   13.24
## 702             75.2             122             0   13.01
## 703             75.3              12             0   13.47
## 704             75.1             123             0   13.36
## 705             74.7             126             0   13.22
## 706             76.0             139             6      NA
## 707             73.0             142             6    0.01
## 708             71.0             146             6    3.35
## 709             69.8             149             7    3.61
## 731             55.0              36           235    1.53
## 736             51.8              34           227    1.90
## 738             86.0              71             0      NA
## 739             84.0              73             0    9.64
## 740             81.0              75             0    9.50
## 741             80.0              76             0    9.26
## 742             79.7              79             0   10.47
## 743             79.2              84             0   10.28
## 744             78.9              86             0   10.08
## 745             78.8              88             0   10.70
## 746             78.4              93             0   10.99
## 747             78.1              93             0   11.02
## 748             78.1              92             0   11.28
## 749             77.7              98             0   11.27
## 750             77.3              11             0   11.54
## 751             77.0              14             0   11.34
## 752             77.0              12             0   11.56
## 753             76.9              12             0   11.69
## 763             59.1              39             2    1.02
## 775             73.1              16             6    5.91
## 781             69.7              28             7    5.71
## 783             73.0              22             7    6.32
## 787             76.2             118             6      NA
## 788             76.0             121             6    3.82
## 789             76.0             121             6    3.77
## 790             75.5             127             7    3.92
## 791             75.3             131             7    3.99
## 792             75.0             134             7    3.95
## 793             75.1             137             7    3.87
## 794             74.6             139             7    3.76
## 795             74.7              14             7    3.63
## 796             74.4             144             8    3.52
## 798             74.4             148             8    3.65
## 825             71.4              23             2    2.55
## 827             71.2              23             2    2.83
## 831             69.9              29             3    3.10
## 832             73.0              24             3    2.97
## 835             58.2              32             3      NA
## 836             57.9              32             3    0.01
## 841             55.7              34             3    7.97
## 861             59.4              34             7    1.07
## 867             77.6             119             0      NA
## 868             77.3             122             0    0.01
## 869             76.9             127             0    0.01
## 870             76.3             135             0    0.01
## 871             76.1             138             0    0.01
## 872             75.6             137             0   14.97
## 891             58.5              39           186    1.06
## 900             69.7              19             0    0.01
## 904             69.1               2             0    2.25
## 905             68.9              23             0    2.31
## 906             68.7              26             0    1.95
## 907             68.6              29             0    2.09
## 911             68.0              22             0    1.76
## 912             67.9              22             0    1.85
## 915             81.1              76             0      NA
## 916             89.0              78             0    8.80
## 917             87.0              79             0    8.97
## 918             84.0              82             0    9.24
## 919             83.0              86             0    9.81
## 920             79.9              89             0    9.72
## 921             79.7              91             0    9.96
## 922             79.6              94             0   10.26
## 923             79.3              96             0   10.45
## 924             79.2              96             0   10.15
## 925             78.9              11             0    9.95
## 926             78.7              12             0    9.89
## 927             78.4              98             0    9.31
## 928             78.1              98             0    9.25
## 929             78.0               1             0    8.94
## 930             77.5              15             0    8.59
## 931             82.4              78             2      NA
## 932             82.2              79             3   11.50
## 933             82.0              81             3   11.10
## 934             81.5              83             3   11.50
## 935             81.7              83             3   11.80
## 936             81.3              86             3   11.70
## 937             81.1              88             3   11.80
## 938             89.0              88             3   11.90
## 939             89.0              89             3   12.20
## 940             86.0              92             3   12.40
## 941             81.0              93             3   12.20
## 942             82.0              94             3   13.18
## 943             79.3              99             3   13.49
## 944             79.2              11             3   13.78
## 945             79.0              13             3   13.89
## 946             78.8              13             3   13.63
## 953             61.7              31             2    8.64
## 957             65.0              37             2    7.72
## 959             59.7              32             2    6.47
## 961             59.8              37             2    9.29
## 977             56.3               3             3    2.25
## 978             55.9              33             3    2.18
## 979             74.4             129             1      NA
## 980             74.5             125             1    6.13
## 981             74.5             128             1    5.91
## 982             74.2              13             1    7.71
## 983             73.9             127             1    8.14
## 984             73.8             132             1    7.24
## 985             73.2             133             1    6.66
## 986             73.9             128             1    7.17
## 987             74.4              12             1    8.65
## 988             73.9             126             1    6.18
## 989             73.9             128             1    4.70
## 990             72.3             134             1    3.74
## 991             72.7             132             1    3.36
## 992             71.7             142             2    2.72
## 993             73.0             121             2    2.76
## 994             71.8             129             2    3.28
## 995             81.0              68             2      NA
## 996             89.0              69             2   11.03
## 997             86.0              71             2   10.94
## 998             86.0              71             2   11.18
## 999             85.0              74             2   11.20
## 1000            81.0              76             2   11.20
## 1001            80.0              79             2   11.22
## 1002            79.9               8             2   11.36
## 1003            79.8              82             3   11.50
## 1004            79.6              84             3   11.76
## 1005            79.2              85             3   11.67
## 1006            79.1              86             3   11.83
## 1007            78.5               9             3   11.92
## 1008            78.4              91             3   12.25
## 1009            78.3              92             3   12.46
## 1010            78.0              95             3   12.91
## 1019            59.9              28            41    1.25
## 1022            58.3              34            41    1.46
## 1023            57.9              38            41    1.53
## 1024            57.6              31            42    1.60
## 1025            57.4              39            42    1.49
## 1026            57.2              38            43    1.60
## 1027            81.0              72             0      NA
## 1028            88.0              73             0    7.53
## 1029            86.0              74             0    7.46
## 1030            84.0              76             0    8.20
## 1031            85.0              76             0    8.02
## 1032            83.0              76             0    9.00
## 1033            80.0              78             0    9.08
## 1034            79.9              77             0    9.51
## 1035            79.4               8             0    9.67
## 1036            79.7              77             0    9.42
## 1037            79.3              81             0    9.95
## 1038            79.2              81             0    9.56
## 1039            79.1              81             0    9.46
## 1040            79.0              81             1    8.09
## 1041            78.7              83             1    8.62
## 1042            78.2              84             1    8.48
## 1043            73.6             142             0      NA
## 1044            73.5             143             0    8.42
## 1045            73.3             144             0    8.25
## 1046            73.1             146             0    8.07
## 1047            72.9              15             0    7.84
## 1066            79.0              19            13    2.21
## 1068            69.7              24            14    2.38
## 1069            69.2              28            14    2.35
## 1070            69.6              21            15    2.40
## 1071            69.4              24            15    2.45
## 1072            69.3              21            16    2.41
## 1079            58.1              29            28    0.22
## 1082            56.8              33            30    0.21
## 1083            56.4              36            31    0.19
## 1099            55.0              32             5    2.98
## 1100            54.4              36             5    3.22
## 1101            53.9              37             5    3.10
## 1102            53.5              38             5    2.58
## 1103            53.0              38             5    2.16
## 1104            52.8              35             5    2.47
## 1105            52.5              32             5    2.55
## 1106            52.1               3             5    2.84
## 1110            65.8              22             0    7.57
## 1116            65.2              24             1    7.04
## 1123            63.5              24            14      NA
## 1132            61.1              28            17    6.18
## 1133            65.0              29            17    5.57
## 1134            58.7              32            18    6.10
## 1135            59.7               3            18    6.64
## 1136            59.3              33            19    6.10
## 1137            58.9              35            19    6.22
## 1138            58.6              35            20    4.79
## 1139            74.6             147             3      NA
## 1140            74.5             149             3    2.87
## 1141            74.3              15             4    3.11
## 1147            73.0              16             5    3.16
## 1155            75.8             134             0      NA
## 1156            75.6             137             0    0.01
## 1157            75.5             139             0   10.88
## 1158            75.0             146             0   11.27
## 1159            74.8              15             0   11.51
## 1166            72.9              18             1   13.28
## 1171            82.7              49             0      NA
## 1172            82.5              49             0    7.45
## 1173            82.4               5             0    7.31
## 1174            82.5               5             0    7.81
## 1175            82.1              51             0    8.13
## 1176            81.8              53             0    8.25
## 1177            81.6              55             0   10.22
## 1178            81.4              58             0    8.49
## 1179            81.3              59             0    7.53
## 1180            81.1              61             0    7.20
## 1181            81.0              62             0    7.05
## 1182            88.0              65             0    6.79
## 1183            87.0              65             0    6.61
## 1184            84.0               7             0    6.61
## 1185            80.0              72             0    6.37
## 1186            79.7              74             0    6.17
## 1190            67.3              19          1100    3.10
## 1193            66.0               2          1300    2.50
## 1194            65.5              23          1300    1.93
## 1195            65.2              26          1400    1.59
## 1196            64.8              28          1500    1.37
## 1211            67.5              19           154    0.06
## 1213            67.2              19           163    0.06
## 1219            75.5              83            18      NA
## 1220            75.4              83            19    0.01
## 1221            75.3              83            20    0.01
## 1222            75.1              85            21    0.01
## 1223            74.7              93            22    0.03
## 1224            74.1              16            22    0.03
## 1225            73.3             122            23    0.03
## 1226            72.7             135            24    0.02
## 1227            72.4             138            25    0.02
## 1228            72.2             139            26    0.02
## 1229            72.0             139            27    0.01
## 1230            71.8             139            28    0.01
## 1232            71.2             142            31    0.01
## 1233            78.0             146            33    0.01
## 1234            73.0              15            35    0.01
## 1237            69.5              17            32    0.01
## 1238            76.0             147            32    0.01
## 1239            77.0             144            32    0.17
## 1240            76.0             145            32    0.19
## 1241            74.0             148            32    0.20
## 1245            66.8              29            31    0.18
## 1246            67.2              21            30    0.32
## 1248            74.0              14            30    0.15
## 1249            72.0             142            30    0.17
## 1250            70.0             144            30    0.20
## 1251            81.4              64             0      NA
## 1252            81.2              66             0   10.75
## 1253            81.0              67             0   10.49
## 1254            85.0              69             0   11.49
## 1255            84.0               7             0   11.72
## 1256            86.0              68             0   11.88
## 1257            79.7              77             0   11.41
## 1258            79.8              75             0   12.66
## 1259            79.5              75             0   13.59
## 1260            79.0              78             0   13.44
## 1261            78.7              78             0   13.31
## 1262            78.3              82             0   13.32
## 1263            78.0              82             0   13.24
## 1264            77.4              88             0   14.17
## 1265            77.0              89             0   14.27
## 1266            76.4              94             0   14.07
## 1267            82.5              58             0      NA
## 1268            82.2               6             1    2.62
## 1269            82.1              61             1    2.69
## 1270            81.8               6             1    2.78
## 1271            81.8              61             1    2.67
## 1272            81.7              61             1    2.63
## 1273            81.5              63             1    2.55
## 1274            81.0              65             1    2.47
## 1275            84.0              68             1    2.33
## 1276            84.0              68             1    2.23
## 1277            80.0              71             1    2.41
## 1278            81.0              69             1    2.23
## 1279            79.7              71             1    2.32
## 1280            79.3              74             1    2.47
## 1281            79.3              74             1    2.53
## 1282            78.9              76             1    2.53
## 1283            82.7              56             1      NA
## 1284            82.5              57             2    7.56
## 1285            82.3              58             2    7.35
## 1286            82.0               6             2    7.49
## 1287            82.0               6             2    6.98
## 1288            81.8               6             2    6.95
## 1289            81.6              61             2    7.25
## 1290            81.5              61             2    7.96
## 1291            81.3              63             2    8.37
## 1292            81.2              65             2    8.44
## 1293            88.0              66             2    8.65
## 1294            89.0              66             2    8.98
## 1295            79.9              72             2    9.30
## 1296            80.0              72             2    9.25
## 1297            79.8              75             2    9.69
## 1298            79.4              77             3    9.78
## 1299            76.2             125             1      NA
## 1300            75.8             133             1    3.83
## 1301            75.6             136             1    3.79
## 1302            75.3             138             1    3.65
## 1303            75.2             139             1    3.58
## 1304            75.0             138             1    3.55
## 1305            74.7             142             1    3.33
## 1306            74.5             145             1    3.51
## 1307            74.2             148             1    3.64
## 1308            74.0              15             1    3.63
## 1315            83.7              55             2      NA
## 1316            83.5              57             2    0.01
## 1317            83.5              56             2    7.55
## 1318            83.3              58             2    7.39
## 1319            82.5              64             3    7.39
## 1320            83.0              62             3    6.90
## 1321            83.0              64             3    7.09
## 1322            82.7              66             3    7.11
## 1323            82.6              67             3    7.29
## 1324            82.4              68             3    7.49
## 1325            82.0              69             3    7.99
## 1326            82.1              68             3    7.70
## 1327            81.9               7             3    7.83
## 1328            81.8               7             3    7.87
## 1329            81.5              72             4    8.03
## 1330            81.1              74             4    7.97
## 1331            74.1             112             4      NA
## 1332            74.0             113             4    0.41
## 1333            73.9             114             4    0.40
## 1334            73.7             115             4    0.41
## 1335            73.6             116             4    0.43
## 1336            73.4             117             4    0.51
## 1337            73.3             118             4    0.59
## 1338            73.1             119             4    0.61
## 1339            73.0              12             4    0.60
## 1340            72.8             121             4    0.59
## 1341            72.4             127             4    0.55
## 1342            72.5             125             4    0.54
## 1343            72.3             127             4    0.54
## 1344            72.1             129             4    0.54
## 1345            71.9             131             4    0.55
## 1346            71.7             133             4    0.49
## 1348            69.9              22             5    6.29
## 1349            69.5              28             5    6.48
## 1380            66.1               2             0    0.01
## 1381            65.8              22             0    0.01
## 1382            65.7              24             0    0.01
## 1383            65.5              26             0    0.53
## 1384            65.3              27             0    0.48
## 1385            65.2              28             0    0.54
## 1386            65.1              21             0    0.46
## 1395            74.7              81             0      NA
## 1396            74.6              82             0    0.01
## 1397            74.5              83             1    0.01
## 1398            74.3              84             1    0.01
## 1399            74.2              85             1    0.02
## 1400            74.0              86             1    0.01
## 1401            73.9              87             1    0.10
## 1402            73.8              88             1    0.03
## 1403            73.7              89             1    0.03
## 1404            73.6              89             1    0.01
## 1405            73.6               9             0    0.01
## 1406            73.5              91             0    0.02
## 1407            73.4              93             0    0.03
## 1408            73.3              94             0    0.01
## 1409            73.2              95             0    0.01
## 1410            73.2              96             0    0.01
## 1412            78.0              17             3    0.01
## 1414            69.9              18             3    0.01
## 1417            68.5              21             4    2.39
## 1429            64.9              23             9    0.01
## 1430            64.4              28             9    0.01
## 1436            61.5              24            11    3.69
## 1448            72.8              18             0    9.80
## 1454            71.0              26             0    8.81
## 1455            78.0              29             0    8.24
## 1459            74.9              98             1      NA
## 1460            74.8              99             1    1.32
## 1461            74.9              97             1    1.29
## 1462            75.0              93             1    1.53
## 1463            75.0              93             1    1.57
## 1464            74.9              94             1    1.58
## 1465            74.7              95             1    1.62
## 1466            74.5              98             1    1.67
## 1467            74.4              98             1    1.72
## 1468            74.1               1             1    1.82
## 1469            73.9              11             1    1.94
## 1470            73.7              13             1    2.10
## 1471            73.5              15             1    2.19
## 1472            73.2              17             1    1.98
## 1473            73.0              11             1    2.19
## 1474            72.7             112             1    2.26
## 1479            52.3              52             4    2.39
## 1500            56.7              32            11    4.05
## 1503            50.0              42            13    4.21
## 1506            51.9              39            14    4.46
## 1507            72.7             138             1      NA
## 1508            72.4             143             2    0.01
## 1509            72.9             134             2    0.01
## 1510            72.9             133             2    0.01
## 1512            72.8             132             2    0.01
## 1513            72.7             132             2    0.01
## 1514            72.6             132             2    0.01
## 1515            72.5             132             2    0.01
## 1516            72.2             134             2    0.01
## 1517            71.9             138             2    0.01
## 1518            71.5             141             2    0.01
## 1519            71.3             144             3    0.01
## 1520            71.1             146             3    0.01
## 1521            71.0             147             3    0.01
## 1522            78.0             148             3    0.01
## 1527            72.8              18             0   12.66
## 1531            72.0              24             0   13.40
## 1534            71.6              24             0   12.10
## 1535            71.6              22             0   11.29
## 1536            71.4              22             0   11.00
## 1537            71.2              21             0   10.20
## 1538            71.6               2             0    9.87
## 1539            82.0              63             0      NA
## 1540            81.7              65             0   11.12
## 1541            81.4              68             0   11.02
## 1542            81.1               7             0   11.34
## 1543            88.0              72             0   11.50
## 1544            86.0              73             0   11.36
## 1545            83.0              76             0   11.42
## 1546            80.0               8             0   11.53
## 1547            79.7              82             0   11.75
## 1548            79.4              85             0   11.98
## 1549            78.8               9             0   11.84
## 1550            78.7              92             0   12.42
## 1551            78.6              92             0   12.61
## 1552            78.3              95             0   12.91
## 1553            78.0              96             0   12.89
## 1554            77.8              98             0   13.14
## 1555            65.5              22            28      NA
## 1557            64.7              23            29    0.87
## 1574            55.3              42            31    0.01
## 1581            46.0              66            39    1.04
## 1584            44.0              67            46    1.10
## 1587            75.0             123             4      NA
## 1588            74.8             126             4    0.52
## 1589            74.6             128             3    0.53
## 1590            74.5             129             3    0.53
## 1591            74.3              13             3    0.51
## 1592            74.1             131             3    0.49
## 1593            74.0             131             3    0.47
## 1594            73.8             132             3    0.47
## 1595            73.7             133             3    0.43
## 1596            73.6             134             3    0.42
## 1597            73.4             135             3    0.46
## 1598            73.2             137             3    0.49
## 1599            73.1             138             3    0.48
## 1600            72.9              14             4    0.49
## 1601            72.7             144             4    0.53
## 1602            72.4             149             4    0.54
## 1603            78.5              61             0      NA
## 1604            78.2              62             0    0.01
## 1605            77.9              64             0    0.01
## 1606            77.6              65             0    0.01
## 1607            77.3              67             0    1.92
## 1608            76.7              73             0    1.83
## 1609            76.3              75             0    1.59
## 1610            75.9              81             0    1.76
## 1611            75.4              82             0    1.78
## 1612            75.0              88             0    1.62
## 1613            74.3              93             0    1.47
## 1614            73.4              16             0    1.60
## 1615            72.7             112             0    1.75
## 1616            71.8             124             0    1.95
## 1617            78.0             129             0    1.98
## 1618            69.6             139             0    1.83
## 1622            57.2              27            53    0.01
## 1629            53.6              29            57    0.55
## 1632            51.2              31            60    0.53
## 1633            55.0              34            60    0.51
## 1634            49.8              37            60    0.47
## 1635            81.7              54             0      NA
## 1636            81.4              55             0    8.49
## 1637            81.1              57             0    8.58
## 1638            81.0              58             0    7.67
## 1639            87.0              59             0    6.91
## 1640            83.0              62             0    7.91
## 1641            82.0              63             0    7.38
## 1642            80.0              64             0    7.14
## 1643            79.6              65             0    7.45
## 1644            79.3              66             0    8.84
## 1645            79.0              67             0    6.41
## 1646            78.7              69             0    6.53
## 1647            78.5              71             0    6.70
## 1648            78.2              75             0    5.73
## 1649            77.8              79             0    5.62
## 1650            77.5               8             0    5.59
## 1652            63.1              25             8      NA
## 1653            63.0              26             8    0.01
## 1654            62.7              28             8    0.01
## 1655            62.5              29             8    0.01
## 1667            60.0              23             7    0.03
## 1668            74.6             146             0      NA
## 1669            74.2             148             0    0.01
## 1670            74.1             147             0    0.01
## 1684            76.7             122            30      NA
## 1685            76.6             122            31    5.26
## 1686            76.6              12            32    5.23
## 1687            76.3             123            33    5.29
## 1688            76.1             124            34    5.30
## 1689            75.6             127            35    5.21
## 1690            75.7              13            36    5.27
## 1691            75.6             127            37    5.36
## 1692            76.0             123            38    5.35
## 1693            75.8             125            40    5.11
## 1694            75.3             126            42    4.93
## 1695            75.4             124            44    4.90
## 1696            75.0             127            46    4.88
## 1697            75.0             127            49    4.77
## 1698            75.0             126            52    4.86
## 1699            74.8             129            55    4.99
## 1712            67.5              18             0    3.15
## 1713            66.2              21             0    2.78
## 1722            66.3              25             1    5.80
## 1725            65.9              26             2    3.79
## 1733            76.1              16             0      NA
## 1734            75.9              17             0    0.01
## 1735            75.8              19             0    0.01
## 1736            75.6              11             0    0.01
## 1737            75.4             113             0    6.56
## 1738            75.3             115             0    6.56
## 1739            75.0             117             0    6.45
## 1740            74.6             121             0    6.17
## 1741            74.2             125             0    4.98
## 1742            73.8              13             0    5.38
## 1743            73.6             133             0      NA
## 1744            73.5             134             0    0.01
## 1745            73.5             134             0    0.01
## 1746            73.4             136             0    0.01
## 1747            73.3             136             0    0.01
## 1748            73.0             144             0    0.01
## 1749            74.3              95            17      NA
## 1750            74.1              96            18    0.43
## 1751            73.9              97            18    0.45
## 1752            73.6              99            19    0.55
## 1753            73.3              14            19    0.54
## 1754            72.8              11            20    0.56
## 1755            72.3             116            20    0.62
## 1756            71.8             123            21    0.51
## 1757            71.4             128            21    0.56
## 1758            71.0             133            22    0.58
## 1759            77.0             137            22    0.47
## 1760            72.0             142            23    0.56
## 1761            69.9             146            24    0.58
## 1762            69.5              15            25    0.46
## 1764            68.6              16            27    0.45
## 1767            55.3              46            62    1.16
## 1768            54.8              48            64    1.19
## 1769            54.3              47            66    0.94
## 1770            54.0              47            69    0.96
## 1771            53.8               4            70    1.18
## 1772            53.2              45            72    1.48
## 1779            49.5              48            90    2.09
## 1780            49.0              43            93    1.14
## 1782            66.4              21            40    0.01
## 1783            66.2              22            42    0.70
## 1784            65.9              25            44    0.55
## 1785            65.6              27            47    0.33
## 1786            65.4              29            49    0.30
## 1790            64.2              22            61    0.28
## 1803            62.4              36             3    7.99
## 1812            57.4              41             3    5.73
## 1823            66.0              21            31    0.20
## 1824            65.4              28            33    0.20
## 1826            64.3              22            38    0.20
## 1828            63.2              23            43    0.09
## 1830            81.9              57             1      NA
## 1831            81.7              58             1    0.01
## 1832            81.4               6             1    8.68
## 1833            81.1              62             1    9.05
## 1834            81.1              63             1    8.96
## 1835            88.0              64             1    9.33
## 1836            86.0              65             1    9.23
## 1837            83.0              68             1    9.62
## 1838            82.0              68             1    9.53
## 1839            79.8              71             1    9.79
## 1840            79.4              72             1    9.69
## 1841            79.2              77             1    9.56
## 1842            78.7               8             1    9.56
## 1843            78.4              81             1    9.68
## 1844            78.3              82             1    9.95
## 1845            78.1              84             1   10.06
## 1846            81.6              66             0    8.70
## 1847            81.5              67             0    9.07
## 1848            81.3              69             0    9.18
## 1849            81.1               7             0    9.20
## 1850            86.0              72             0    9.47
## 1851            89.0              71             0    9.62
## 1852            85.0              73             0    9.24
## 1853            81.0              75             0    9.49
## 1854            81.0              76             0    9.19
## 1855            79.9              76             0    9.34
## 1856            79.9              78             0    9.31
## 1857            79.2              79             0    9.15
## 1858            79.1              82             0    8.91
## 1859            78.7              83             0    9.13
## 1860            78.5              83             0    8.75
## 1861            78.6              87             0    8.91
## 1862            74.8             145             2      NA
## 1863            74.5             148             2    3.55
## 1866            74.5             147             3    3.39
## 1871            73.0              17             3    3.69
## 1878            61.8              22            49      NA
## 1890            52.1              28            56    0.10
## 1904            49.2               4           556    9.71
## 1905            48.5              47           563    9.76
## 1906            48.1              41           567    9.75
## 1907            47.7              49           571    9.61
## 1908            47.4              48           574    9.58
## 1909            47.1              45           576    9.23
## 1911            81.8              59             0    5.97
## 1912            81.6              61             0    6.06
## 1913            81.5              62             0    6.21
## 1914            81.3              61             0    6.21
## 1915            81.1              67             0    6.53
## 1916            81.0              66             0    6.59
## 1917            89.0              67             0    6.68
## 1918            86.0              67             0    6.75
## 1919            85.0              67             0    6.60
## 1920            84.0               7             0    6.47
## 1921            81.0              73             0    6.37
## 1922            79.8              77             0    6.22
## 1923            79.4              78             0    6.04
## 1924            78.9              81             0    5.89
## 1925            78.8              82             0    5.49
## 1926            78.5              85             0    5.67
## 1927            76.6              99             1      NA
## 1928            76.4              11             1    0.40
## 1929            76.2              12             1    0.46
## 1930            76.0              14             1    0.51
## 1931            75.8              15             1    0.54
## 1932            75.6              16             1    0.56
## 1933            75.4              18             1    0.56
## 1934            75.2              19             1    0.57
## 1935            74.9             113             1    0.57
## 1936            74.7             115             1    0.58
## 1937            74.3             118             1    0.63
## 1938            74.0             122             1    0.61
## 1939            73.6             127             1    0.56
## 1940            73.3              13             1    0.54
## 1941            72.9             134             1    0.55
## 1942            72.6             138             1    0.38
## 1953            62.9               2           364    0.04
## 1958            62.8              19           385    0.02
## 1960            77.8             118             1      NA
## 1961            77.6             119             1    6.74
## 1962            77.5             118             1    6.89
## 1963            77.2              12             1    6.95
## 1964            77.3             121             1    6.90
## 1965            76.5             122             1    6.94
## 1966            76.8             127             1    6.87
## 1967            76.5             127             1    6.74
## 1968            76.4             124             1    6.16
## 1969            76.2             125             1    5.72
## 1970            75.8             122             1    5.53
## 1971            75.8             123             1    5.69
## 1972            75.5             126             1    5.52
## 1973            75.7             125             1    5.52
## 1974            75.5             124             2    5.43
## 1975            75.7             121             2    5.58
## 1983            61.4              29            11    0.81
## 1986            64.0              37            11    0.84
## 1992            74.0             146             2      NA
## 1993            73.9             147             3    0.01
## 1994            73.8             148             3    5.03
## 1995            73.6             148             3    5.36
## 1996            73.4              15             3    5.79
## 2006            71.2              17             4    6.66
## 2008            75.5             123             8      NA
## 2009            75.3             125             8    0.01
## 2010            75.3             125             8    5.38
## 2011            74.9             129             9    5.14
## 2012            74.5             133             9    4.83
## 2013            73.7              14            10    4.72
## 2014            73.8              14            10    4.69
## 2015            73.9             138            11    4.85
## 2016            74.0             133            11    4.29
## 2017            74.2             134            12    4.22
## 2018            72.8             148            13    4.44
## 2021            72.6             144            16    4.03
## 2022            72.4             142            17    4.22
## 2040            77.5             117             2      NA
## 2041            77.3              12             2   10.71
## 2042            77.1              12             2   11.63
## 2043            76.8             125             2   10.81
## 2044            76.7             128             2   10.93
## 2045            76.3              13             2   10.59
## 2046            75.7             136             2   10.70
## 2047            75.5              14             2   11.40
## 2048            75.3             144             2   10.90
## 2049            75.2             144             2   10.40
## 2050            75.0             144             2    9.50
## 2051            74.9             143             2    9.19
## 2052            74.7             142             3    9.06
## 2053            74.5             145             3    8.02
## 2054            74.2             149             3    7.74
## 2056            81.1              76             0      NA
## 2057            89.0              78             0    9.88
## 2058            86.0              79             0   10.00
## 2059            83.0              81             0   11.96
## 2060            82.0              85             0   11.92
## 2061            79.6              88             0   12.25
## 2062            79.3               9             0   12.03
## 2063            79.0              92             0   12.35
## 2064            78.7              94             0   12.57
## 2065            78.5              96             0   13.11
## 2066            77.7              11             0   13.33
## 2067            78.0              99             0   13.45
## 2068            77.3              15             0   14.21
## 2069            77.2              17             1   12.00
## 2070            76.9              11             1   12.22
## 2071            76.6              11             1   11.89
## 2072            78.2              68             0      NA
## 2073            78.1              69             0    1.15
## 2074            77.9               7             0    1.20
## 2075            77.8              72             0    1.13
## 2076            77.5              74             0    1.16
## 2077            77.3              76             0    1.16
## 2078            77.0              79             0    1.11
## 2079            76.8              82             0    1.37
## 2080            76.7              83             0    1.24
## 2081            76.6              83             0    1.28
## 2082            76.6              84             0    1.18
## 2083            76.6              84             0    1.11
## 2084            76.5              85             0    1.00
## 2085            76.4              85             0    0.87
## 2086            76.3              87             0    0.76
## 2087            76.2              88             0    0.50
## 2088            82.3              64             1      NA
## 2089            82.0              66             1    0.01
## 2090            81.7              68             1    9.33
## 2091            81.2              69             1    9.56
## 2092            81.1              72             2    9.34
## 2093            87.0              74             2    9.23
## 2094            86.0              75             2    8.97
## 2095            83.0              75             2    9.31
## 2096            79.8              77             2    9.05
## 2097            79.4              79             2    8.83
## 2098            78.7              84             2    9.03
## 2099            78.2              89             3    9.18
## 2100            77.6              95             3    9.66
## 2101            77.1              99             3    9.55
## 2102            76.7              17             3   11.45
## 2103            76.0             116             4   10.33
## 2120            75.0             133             2      NA
## 2121            74.8             135             2    0.01
## 2122            74.6             138             2    9.59
## 2123            74.4             138             2    9.58
## 2124            74.3             139             2    9.10
## 2145            66.4               3            17   11.79
## 2150            65.1              38            21   10.47
## 2151            65.0              37            22   10.18
## 2153            65.7              23            12    0.01
## 2157            62.8              26            16    7.92
## 2162            55.3              37            24    7.01
## 2164            52.0              48            29    6.66
## 2169            75.2             138             0      NA
## 2170            75.0             139             0    9.97
## 2171            74.8             141             0    9.73
## 2172            74.7             142             0    9.99
## 2173            74.6             143             0   10.43
## 2174            74.2             147             0   10.87
## 2175            74.3             147             0   11.09
## 2176            74.1             149             0   12.09
## 2179            73.1              16             0   12.32
## 2189            72.7              16             0    7.02
## 2193            71.9              17             0    5.89
## 2201            74.0             125             0      NA
## 2202            73.8             128             0    0.01
## 2203            73.6             131             0    0.01
## 2204            73.2             136             0    0.01
## 2205            73.0             139             0    2.15
## 2206            72.6             144             0    3.01
## 2208            72.5             146             0    3.97
## 2209            72.2             149             0    3.85
## 2211            71.6              16             0    3.63
## 2216            72.0              18             0    3.00
## 2218            67.5              19             0      NA
## 2223            66.2              24             0    5.58
## 2224            65.8              21             0    4.13
## 2227            64.7              22             0    5.46
## 2234            74.5              88             7      NA
## 2235            74.4              88             7    0.09
## 2236            74.3              89             8    0.09
## 2237            74.1               9             8    0.09
## 2238            73.9              92             8    0.09
## 2239            73.7              94             8    0.09
## 2240            73.4              97             8    0.09
## 2241            73.3              98             9    0.09
## 2242            73.2              99             9    0.10
## 2243            73.2               1             9    0.08
## 2244            73.1              11             9    0.05
## 2245            73.1              12             9    0.06
## 2246            73.0              13             9    0.05
## 2247            72.9              15            10    0.05
## 2248            72.8              17            10    0.05
## 2249            72.6              11            10    0.05
## 2253            65.6               2            20    0.28
## 2254            64.9              26            20    0.32
## 2258            62.1              23            22    0.32
## 2265            57.5              25            27    0.29
## 2266            75.6             121             1      NA
## 2267            75.4             123             1    9.09
## 2268            75.3             122             1    9.16
## 2269            74.9             126             1    9.38
## 2270            74.6             127             1    9.56
## 2271            74.4             128             1    9.65
## 2272            74.1             131             1    9.85
## 2273            74.0             132             1    9.54
## 2274            73.8             132             1    9.30
## 2275            73.6             133             1    8.58
## 2276            73.0             135             1    9.60
## 2277            73.0             134             1    7.42
## 2278            73.0             134             1    7.25
## 2279            72.9             133             1    6.95
## 2280            73.1             135             1    7.53
## 2281            72.6             141             1    7.38
## 2283            73.0              17             0    0.01
## 2287            72.4              18             0    6.51
## 2300            54.0              47            23    0.01
## 2306            45.3              45            29    3.86
## 2308            43.3              48            30    3.83
## 2310            41.5              57            30    4.07
## 2314            83.1              55             0    1.79
## 2315            82.9              56             0    1.83
## 2316            82.7              57             0    1.83
## 2317            82.5              59             0    1.89
## 2318            82.2               6             0    1.80
## 2319            82.0              61             0    1.84
## 2320            81.7              62             0    1.73
## 2321            81.4              64             0    1.70
## 2322            81.1              65             0    1.60
## 2323            87.0              66             0    1.55
## 2324            82.0              69             0    1.49
## 2325            79.7              71             0    1.45
## 2326            79.3              73             0    1.43
## 2327            79.0              74             0    2.16
## 2328            78.7              76             0    2.08
## 2329            78.3              78             0    2.03
## 2330            76.7              19             0      NA
## 2331            76.4             113             0   10.60
## 2332            76.1             114             0    9.89
## 2333            75.8             118             0   10.12
## 2334            75.6             122             0   10.24
## 2335            75.1             124             0   10.13
## 2336            75.0             131             0   10.63
## 2337            74.7             136             0   11.37
## 2338            74.4              14             0   10.58
## 2339            74.3             138             0   10.28
## 2340            74.0             141             0   10.81
## 2341            74.1             138             0   10.03
## 2342            73.8             144             0    9.85
## 2343            73.7             145             0   10.78
## 2344            73.3             145             0   10.73
## 2345            73.0             147             0   11.06
## 2346            88.0              74             0      NA
## 2347            87.0              76             0   10.46
## 2348            85.0              78             0    9.53
## 2349            82.0              81             0   10.95
## 2350            79.8              84             0   10.61
## 2351            79.5              87             0   10.32
## 2352            79.1               9             0   10.52
## 2353            78.9              96             0   10.94
## 2354            78.3              12             0   11.02
## 2355            78.1              17             0   12.26
## 2356            77.5              14             0   11.14
## 2357            77.2             113             0   10.00
## 2358            76.5             119             0   11.58
## 2359            76.6             117             0    9.29
## 2360            76.2             124             0   10.80
## 2361            76.0             122             0   11.90
## 2370            67.6               2             0    0.85
## 2371            67.6               2             0    0.99
## 2372            67.4              24             0    0.90
## 2373            67.1              29             0    1.18
## 2375            66.5              22             0    1.08
## 2386            51.5              34            52    0.01
## 2397            59.2              48            43    7.38
## 2425            48.9              38            31      NA
## 2426            82.8              56             1      NA
## 2427            82.6              58             1    0.01
## 2428            82.4               6             1    9.25
## 2429            82.0              61             1    9.35
## 2430            82.1              63             1    9.62
## 2431            81.9              64             1    9.78
## 2432            81.6              66             2    9.99
## 2433            81.3               7             2   10.24
## 2434            89.0              72             2   11.05
## 2435            88.0              73             2   11.86
## 2436            81.0              77             2   11.92
## 2437            81.0              79             2   11.96
## 2438            79.4              83             2   12.09
## 2439            79.5              83             2   12.26
## 2440            79.4              84             2    9.86
## 2441            79.1              86             2   11.12
## 2442            74.9             138             3      NA
## 2443            74.7             141             3    2.37
## 2444            74.6             142             3    2.56
## 2445            74.5             143             3    2.80
## 2446            74.5             141             3    3.03
## 2447            74.5             138             3    2.31
## 2450            73.7             146             4    2.29
## 2451            73.8             145             4    1.96
## 2452            74.2             138             4    1.97
## 2454            73.9             146             5    1.69
## 2455            73.7             149             5    1.62
## 2456            72.7              16             5    1.68
## 2467            61.0              26            66    1.90
## 2479            73.0              19             0    5.26
## 2482            69.5              22             0    4.72
## 2484            68.9              25             0    4.47
## 2496            52.6              46             3    4.90
## 2498            50.0              51             3    5.55
## 2500            46.0              63             3    5.08
## 2501            45.6              69             3    5.78
## 2502            45.9               6             3    5.65
## 2506            82.4              53             0      NA
## 2507            82.3              54             0    7.30
## 2508            81.9              57             0    7.30
## 2509            81.7              57             0    7.40
## 2510            81.7              58             0    7.40
## 2511            81.5              58             0    7.20
## 2512            81.4              62             0    7.30
## 2513            81.1              62             0    6.90
## 2514            89.0              63             0    6.90
## 2515            88.0              64             0    6.50
## 2516            85.0              66             0    6.50
## 2517            83.0               7             0    6.60
## 2518            82.0              69             0    6.90
## 2519            79.9              71             0    6.90
## 2520            79.8              73             0    6.60
## 2521            79.6              73             0    6.20
## 2522            83.4              49             0      NA
## 2523            83.2              51             0    9.61
## 2524            83.0              52             0    9.73
## 2525            82.7              54             0    9.86
## 2526            82.6              55             0    9.99
## 2527            82.3              57             0   10.01
## 2528            82.1               6             0   10.15
## 2529            82.0               6             0   10.29
## 2530            81.7              63             0   10.44
## 2531            81.5              65             0   10.24
## 2532            81.1              66             0   10.15
## 2533            81.0              69             0   10.55
## 2534            85.0              72             0   10.82
## 2535            84.0              74             0   10.85
## 2536            82.0              75             0   11.12
## 2537            79.7              78             0   11.26
## 2540            63.6              37             7    0.01
## 2541            62.8              32             7    0.01
## 2543            73.7             127             7    0.78
## 2544            73.8             124             7    0.81
## 2545            73.8             122             8    0.80
## 2546            73.8             121             8    0.83
## 2547            73.7             123             8    0.97
## 2548            73.5             127             9    0.92
## 2549            73.2             131             9    0.93
## 2550            73.0             134             9    1.29
## 2551            72.8             135             9    1.25
## 2552            72.7             135            10    1.29
## 2553            72.6             136            10    1.41
## 2570            74.9             148             8      NA
## 2576            73.7              16            11    5.88
## 2586            75.7              12             0      NA
## 2587            75.5              12             0    1.13
## 2588            75.3              14             0    1.03
## 2589            75.1              15             0    1.23
## 2590            74.9              17             0    1.16
## 2591            74.7              18             0    1.47
## 2592            74.4             111             0    1.77
## 2593            74.2             111             0    1.72
## 2594            73.5              12             0    1.75
## 2595            73.7             122             0    1.74
## 2596            73.6              12             0    1.75
## 2597            73.5              12             0    2.07
## 2598            73.2             126             0    2.40
## 2599            72.8             128             0    2.53
## 2600            73.1             126             0    3.27
## 2601            72.6             125             0    2.86
## 2612            63.7              26             3    0.36
## 2614            61.0              25             3    0.44
## 2622            58.3              34            14    1.44
## 2634            73.5             133             0      NA
## 2635            73.3             135             0    0.01
## 2636            73.2             137             0    0.01
## 2637            73.0             138             0    0.01
## 2638            72.9              14             0    0.96
## 2639            72.8             142             0    1.24
## 2640            72.5             147             0    1.08
## 2641            72.6             145             0    1.10
## 2642            72.5             146             0    2.05
## 2643            72.4             148             0    1.79
## 2644            72.3              15             0    1.57
## 2650            71.2              17             0      NA
## 2661            69.4              19             0    5.82
## 2666            75.3               1             3      NA
## 2667            75.1              12             3    1.39
## 2668            74.9              13             3    1.29
## 2669            74.9              13             3    1.30
## 2670            74.8              13             3    1.29
## 2671            74.8              12             3    1.28
## 2672            74.7              12             3    1.40
## 2673            74.7              12             3    1.37
## 2674            74.6              12             3    1.24
## 2675            74.4              12             3    1.46
## 2676            74.2              14             3    1.37
## 2677            74.0              15             3    1.36
## 2678            73.7              17             4    1.34
## 2679            73.5              19             4    1.17
## 2680            73.2              11             4    1.19
## 2681            72.9             112             4    1.21
## 2682            75.8              16            15      NA
## 2683            75.5              17            16    1.45
## 2684            75.2              19            17    1.41
## 2685            74.8             112            19    1.54
## 2686            74.5             114            20    1.53
## 2687            74.2             116            21    1.49
## 2688            73.9             118            23    1.40
## 2689            73.5             121            25    1.39
## 2690            73.2             124            26    1.26
## 2691            72.8             126            28    1.29
## 2692            72.4             129            30    1.29
## 2693            72.0             132            33    1.35
## 2694            71.6             135            35    1.42
## 2695            71.2             138            38    1.47
## 2696            78.0              14            41    1.49
## 2697            74.0             143            44    1.54
## 2701            65.6              22             7    2.75
## 2716            61.5              38            68    0.01
## 2722            56.3              41            84    9.79
## 2723            55.5              41            88    9.65
## 2724            54.9              41            93    9.81
## 2727            51.0              53           109   10.16
## 2732            78.0              23             4    8.06
## 2734            77.0              25             5    8.44
## 2735            75.0              24             5    8.48
## 2747            77.1              75             1      NA
## 2748            76.9              77             1    1.91
## 2749            76.7              78             1    1.82
## 2750            76.5               8             1    1.75
## 2751            76.3              81             1    1.73
## 2752            76.2              82             1    1.69
## 2753            76.0              84             1    1.73
## 2754            75.8              85             1    1.86
## 2755            75.6              87             1    1.69
## 2756            75.4              89             1    1.74
## 2757            75.3              92             1    1.79
## 2758            75.1              95             1    1.77
## 2759            74.9              98             1    1.74
## 2760            74.7              11             1    1.72
## 2761            74.5              14             1    1.67
## 2762            74.2              17             1    1.64
## 2763            81.2              69             3   10.66
## 2764            81.0              71             3   10.37
## 2765            87.0              72             3   10.32
## 2766            86.0              72             3   10.42
## 2767            86.0              74             3   10.68
## 2768            82.0              77             3   10.88
## 2769            81.0              78             4   10.79
## 2770            79.6               8             4   11.47
## 2771            79.5               8             4   11.84
## 2772            79.3              82             4   11.61
## 2773            79.0              82             4   12.05
## 2774            78.8              83             4   12.22
## 2775            78.3              86             4   11.85
## 2776            78.2              87             4   11.44
## 2777            78.0              88             4   10.91
## 2778            77.8              89             4   10.59
## 2780            67.0              34            86    0.01
## 2784            57.5              36            89    4.19
## 2792            52.0              46           106    3.37
## 2793            49.6              46           110    4.09
## 2795            79.3              13            23      NA
## 2796            79.1              14            23    8.82
## 2797            78.9              16            23    8.82
## 2798            78.8              16            24    8.82
## 2799            78.7              16            25    8.67
## 2800            78.7              15            25    8.55
## 2801            78.5              18            26    8.71
## 2802            78.2              18            27    8.74
## 2803            78.1              11            27    8.74
## 2804            77.8             113            28    8.63
## 2805            77.5             112            28    8.52
## 2806            77.5             111            28    8.48
## 2807            77.2             114            28    8.40
## 2808            77.0             115            28    8.33
## 2809            76.9             115            28    8.25
## 2810            76.8             114            28    8.21
## 2811            77.0             116             0      NA
## 2812            76.8             117             0    6.03
## 2813            76.8             117             0    5.82
## 2814            76.5             118             0    5.77
## 2815            77.0             111             0    5.97
## 2816            76.3             118             0    6.21
## 2817            76.6             118             0    6.67
## 2818            76.4             119             1    6.76
## 2819            75.4             124             1    6.67
## 2820            76.2             117             1    6.58
## 2821            75.7             123             1    6.35
## 2822            75.4             122             1    5.66
## 2823            75.4             121             1    5.11
## 2824            75.4             124             1    5.86
## 2825            75.2             123             1    6.48
## 2826            75.1             131             1    6.65
## 2843            72.0              13             0      NA
## 2844            71.7             134             0    0.01
## 2845            71.6             135             0    0.01
## 2846            71.4             138             0    0.01
## 2847            71.2             141             0    0.85
## 2848            71.0             145             0    0.91
## 2849            78.0             149             0    0.83
## 2858            69.0              18             0    1.21
## 2875            76.0             127            28      NA
## 2876            75.9             128            28    4.09
## 2877            75.7             129            28    4.00
## 2878            75.6              13            29    4.12
## 2879            75.4             131            29    3.94
## 2880            75.2             133            29    3.93
## 2881            75.0             134            29    3.86
## 2882            74.9             135            28    3.58
## 2883            74.7             136            28    3.01
## 2884            74.6             136            28    2.56
## 2885            74.4             136            29    2.70
## 2886            74.2             136            29    2.86
## 2887            74.0             137            30    2.19
## 2888            73.8             137            30    2.03
## 2889            73.6             138            32    1.84
## 2890            73.4             139            33    1.60
## 2899            63.4              24            38    0.05
## 2904            61.5              25            45    0.07
## 2907            61.8              33            27      NA
## 2914            55.7              45            31    2.12
## 2919            46.4              64            39    2.33
## 2920            45.5              69            41    2.44
## 2931            46.6              67            29    3.88
## 2932            45.4               7            28    4.57
## 2936            44.8              73            25    4.43
##      percentage.expenditure Hepatitis.B Measles  BMI under.five.deaths Polio
## 14             1.688735e+01          64    1000 13.0               122    36
## 17             3.649752e+02          99       0 58.0                 0    99
## 18             4.287491e+02          98       0 57.2                 1    98
## 19             4.308770e+02          99       0 56.5                 1    99
## 20             4.124434e+02          99       9 55.8                 1    99
## 21             4.370621e+02          99      28 55.1                 1    99
## 22             4.182276e+01          99      10 54.3                 1    99
## 23             3.480560e+02          98       0 53.5                 1    98
## 24             3.662207e+01          99       0 52.6                 1    99
## 25             3.224655e+01          98      22 51.7                 1    99
## 26             3.302154e+00          98      68  5.8                 1    97
## 27             2.699312e+01          98       6 49.9                 1    97
## 28             2.218428e+02          99       7 48.9                 1    98
## 29             1.471929e+01          97       8 47.9                 1    97
## 30             1.045169e+02          96      16 46.9                 1    98
## 31             9.620557e+01          96      18 46.0                 1    97
## 32             9.171154e+01          96     662 45.0                 1    97
## 33             0.000000e+00          95      63 59.5                24    95
## 34             5.423732e+01          95       0 58.4                24    95
## 35             5.444507e+02          95      25 57.2                24    95
## 36             5.559261e+02          95      18 56.1                24    95
## 37             5.090020e+02          95     112 55.0                24    95
## 38             4.307176e+02          95     103 53.9                24    95
## 39             3.520636e+02          94     107 52.8                23    94
## 40             4.308717e+01          91     217 51.8                23    92
## 41             3.203239e+02           9       0  5.8                23    95
## 42             2.702402e+02           8     944 49.8                23    95
## 43             2.548923e+00          83    1000 48.9                22    88
## 44             2.203937e+02          81    1000 47.9                23    86
## 45             2.501852e+01          NA    1000 47.0                23    87
## 46             1.485120e+02          NA    1000 46.1                23    86
## 47             1.479861e+02          NA    1000 45.3                24    89
## 48             1.544559e+02          NA       0 44.4                25    86
## 63             3.035994e+01          NA    1000 15.8               159    41
## 64             1.588149e+01          NA    1000 15.4               160     3
## 65             0.000000e+00          99       0 47.7                 0    86
## 66             2.423000e+03          99       0 47.0                 0    96
## 67             1.991430e+03          99       0 46.4                 0    98
## 68             2.156230e+03          98       0 45.7                 0    97
## 69             1.810875e+03          99       0 45.1                 0    99
## 70             1.983957e+03          98       0 44.4                 0    99
## 71             1.493587e+02          98       0 43.8                 0    98
## 72             1.807763e+02          98       0 43.2                 0    99
## 73             2.579665e+02          97       0 42.6                 0    98
## 74             2.163147e+02          99       0 42.0                 0    99
## 75             1.455608e+03          99       0 41.4                 0    98
## 76             2.286295e+01          97       0  4.8                 0    97
## 81             0.000000e+00          94       0 62.8                 9    93
## 82             8.473717e+02          94       1 62.2                 9    92
## 83             1.001796e+03          94       0 61.6                10    99
## 84             1.133558e+03          91       2 61.0                10    99
## 85             1.504329e+03          91       3  6.4                10    93
## 86             1.876110e+02          94      17 59.8                11    95
## 87             1.398043e+03          94       3 59.2                11    97
## 88             1.413735e+03           9       0 58.6                11    94
## 89             1.105659e+03          85       0 58.0                12    92
## 90             9.611775e+02          84       0 57.5                12    92
## 91             9.616653e+01          88       0 56.9                12    95
## 92             7.193664e+02          81       0 56.3                12    91
## 93             5.758467e+01          73       0 55.7                13    95
## 94             4.701869e+02          66       0 55.1                13    94
## 95             1.230129e+02          NA       0 54.6                13    85
## 96             1.349025e+03          NA       6 54.0                14    88
## 97             0.000000e+00          94      33 54.9                 1    96
## 98             2.956087e+02          93      13 54.1                 1    95
## 99             2.794291e+02          95      10 53.3                 1    96
## 100            2.741527e+02          95       0 52.6                 1    96
## 101            2.609964e+02          95       0 51.9                 1    96
## 102            2.243212e+02          94       2 51.2                 1    96
## 103            2.011855e+02          93       0  5.7                 1    94
## 104            2.888898e+00          89       0  5.1                 1    91
## 105            4.457220e+01          85       1 49.7                 1     9
## 106            2.445353e+02          78     137 49.2                 1    87
## 107            2.021823e+01          91    1000 48.8                 1    92
## 108            9.774088e+01          91    1000 48.4                 1    93
## 109            7.341493e+00          93       4 48.1                 1    96
## 110            5.717810e+01          91      40 47.8                 1    96
## 111            5.319373e+01          69      69 47.4                 1    97
## 112            3.275627e+01          55      15 47.1                 1    96
## 113            0.000000e+00          93      74 66.6                 1    93
## 114            1.076936e+04          91     340 66.1                 1    92
## 115            1.173485e+04          91     158 65.5                 1    91
## 116            1.171500e+04          91     199 65.0                 1    92
## 117            1.098627e+04          92     190 64.4                 1    92
## 118            8.875786e+03          92      70 63.9                 1    92
## 119            7.172275e+03          94     104 63.4                 1    92
## 120            8.547292e+03          94      65 62.9                 1    92
## 121            8.725986e+02          94      11 62.5                 2    92
## 122            6.187062e+03          95       0 62.0                 2    92
## 123            5.791332e+02          95      10 61.5                 2    92
## 124            5.885684e+02          95      70  6.9                 1    92
## 125            3.829551e+03          95      91  6.3                 1    92
## 126            4.638718e+01          95      32 59.6                 2    92
## 127            3.064301e+03          94     141 59.0                 2    91
## 128            3.471874e+02          NA     108 58.2                 2     9
## 129            0.000000e+00          93     309 57.6                 0    93
## 130            8.350194e+03          98     117 57.1                 0    98
## 131            9.058501e+01          95       0 56.6                 0    95
## 132            7.878372e+03          92      36 56.1                 0    92
## 133            8.272307e+03          89      68 55.7                 0    89
## 134            7.423229e+03          86      52 55.2                 0    86
## 135            8.053558e+03          83      49 54.7                 0    83
## 136            8.329732e+03          83     448 54.2                 0    83
## 137            7.453864e+03          85      20 53.7                 0    85
## 138            6.992899e+01          83      23 53.2                 0    83
## 139            5.992588e+03          86       9 52.7                 0    86
## 140            5.316877e+03          83      15 52.2                 0    83
## 141            5.044309e+02          83      90 51.7                 0    84
## 142            3.979058e+03          81       0 51.2                 0    82
## 143            3.582848e+03          44       0  5.6                 0    83
## 144            3.557456e+03          33       0  5.1                 0    71
## 145            0.000000e+00          96       0 52.5                 6    98
## 146            3.061824e+02          94       0 51.5                 6    97
## 147            2.756515e+02          93     164  5.6                 6    96
## 148            2.856104e+02          88       0 49.7                 6    92
## 149            2.631427e+02          84       0 48.8                 6    91
## 150            2.465686e+02           8       0 48.0                 6    85
## 151            2.248638e+01          74       0 47.3                 6    84
## 152            2.062616e+02          68       5 46.6                 6    85
## 153            1.760107e+02          62       0 45.9                 7    81
## 158            3.933254e+01           5    1000 43.1                 9     8
## 160            3.509463e+01          NA     210 42.1                11    75
## 161            0.000000e+00          95       0 64.5                 0    95
## 162            0.000000e+00          96       0 63.8                 0    96
## 174            0.000000e+00          89       0 56.0                 0    93
## 177            0.000000e+00          98       0 63.6                 0    98
## 178            3.672557e+02          98      46 62.9                 0    98
## 179            3.968696e+00          99       0 62.2                 0    99
## 180            2.211216e+03          99       0 61.5                 0    99
## 181            1.977735e+02          99       0  6.8                 0    99
## 182            2.667696e+02          99       0  6.1                 0    99
## 183            3.329348e+02          98       3 59.3                 0    97
## 184            2.315479e+02          97       2 58.5                 0    97
## 185            2.783603e+02          97       7 57.6                 0    97
## 186            1.707374e+02          98       3 56.8                 0    98
## 187            1.553469e+03          98       4 56.1                 0    98
## 188            1.380228e+03          98      11 55.6                 0    98
## 189            1.214558e+03          98      12 55.2                 0    97
## 190            1.064303e+02          98       8 55.0                 0    98
## 191            1.150418e+03          99       5 54.8                 0    99
## 192            1.677271e+02          97       6 54.5                 0    97
## 193            0.000000e+00          97     240 18.3               113    97
## 194            1.044640e+01          97     289 17.7               121    97
## 195            5.282986e+01          96     237 17.0               130    96
## 196            5.925893e+01          94    1000 16.4               139    94
## 197            6.234988e+01          96    1000 15.8               150    96
## 198            6.265945e+01          94     788 15.2               161    94
## 199            5.326400e+01          97     718 14.6               173    97
## 200            4.248865e+01          96    1000 14.0               186    96
## 209            0.000000e+00          97       0 54.5                 0    97
## 210            2.949057e+02          94       0 53.7                 0    95
## 211            2.630373e+02          91       0 53.0                 0    91
## 212            2.600044e+02          87       0 52.2                 0    88
## 213            1.739826e+02          91       0 51.4                 0    91
## 214            1.549631e+02          86       0  5.7                 0     9
## 215            3.271618e+02          93       0 49.9                 0    93
## 216            2.552277e+01          85       0 49.2                 0    85
## 217            1.641310e+03          93       0 48.4                 0    93
## 218            1.815001e+02          84       0 47.7                 0    85
## 219            1.311440e+03          92       0 46.9                 0    91
## 220            1.660083e+02          93       0 46.2                 0    93
## 221            1.351399e+01          91       0 45.4                 0     9
## 222            1.330995e+02          66       0 44.6                 0    86
## 223            1.381665e+02          18       0 43.8                 0    93
## 224            1.140616e+03          NA       0 43.0                 0    86
## 227            1.109855e+03          98      16 61.1                 1    98
## 241            0.000000e+00          98      47 63.7                 1    99
## 242            7.163349e+03          98      70 63.4                 1    99
## 243            7.023594e+02          98      39 63.0                 1    99
## 244            6.644739e+02          98     109 62.6                 1    99
## 245            7.135297e+02          97     576 62.3                 1    98
## 246            6.657356e+02          97      40 61.9                 1    98
## 247            6.719377e+02          97      33 61.6                 1    98
## 248            7.191052e+03          98      98 61.3                 1    99
## 249            6.403561e+02          94      64  6.9                 1    99
## 250            5.579199e+03          94      15  6.6                 1    99
## 251            5.068214e+03          77      26  6.2                 1    97
## 252            5.160508e+03          64      61 59.8                 1    96
## 253            5.073062e+02          64      44 59.4                 1    96
## 254            3.203178e+02           6       0 59.0                 1    96
## 255            2.943375e+03           6      83 58.5                 1    96
## 256            2.872085e+02           6       0 58.1                 1    96
## 259            6.292019e+02          95       0 49.3                 0    95
## 269            3.127996e+02          96       0 42.6                 0    95
## 271            2.516587e+02          96       0 41.4                 0    96
## 303            8.574030e+00          89     756 14.4                 1    88
## 310            0.000000e+00          91       0 49.3                12     9
## 311            0.000000e+00          93       0 48.6                12    92
## 317            0.000000e+00           8       0 44.7                17    82
## 321            0.000000e+00          82    1000 55.8                 0    74
## 322            7.328662e+02          89    1000 55.3                 0    86
## 323            7.561063e+01          91       0 54.7                 0    87
## 324            6.938226e+02          92      22 54.2                 0    87
## 325            7.959131e+00          88      10 53.7                 0    89
## 326            6.303884e+02          89      45 53.1                 0     9
## 327            6.450213e+02           9      22 52.6                 0     9
## 328            6.604635e+01          88       8 52.1                 0    92
## 329            8.240356e+00          94     166 51.5                 0    95
## 330            3.825414e+01           9      17 51.0                 0    91
## 331            4.571354e+01          93      23  5.5                 0    95
## 332            3.479919e+00          36      28 49.9                 0    87
## 333            3.986518e+01          NA      18 49.4                 0    87
## 334            1.511399e+02          NA      28 48.8                 0    86
## 335            1.432947e+02          NA       0 48.2                 0    92
## 336            1.656169e+02          NA      43 47.6                 0    87
## 340            1.283447e+01          95       7 36.2                 3    96
## 353            0.000000e+00          96     214 56.1                47    98
## 354            8.316465e+01          96     876 55.3                49    96
## 355            9.162708e+02          96     220 54.5                52    96
## 356            8.431946e+02          96       2 53.6                54    96
## 364            1.866090e+02          96       0 46.9                93    99
## 369            0.000000e+00          99       4 41.2                 0    99
## 370            2.691433e+02          99       1  4.2                 0    99
## 371            2.845306e+03          98       0 39.2                 0    99
## 372            3.192634e+03          99       1 38.2                 0    99
## 373            2.957730e+02          93       4 37.2                 0    99
## 374            2.218364e+03          96       0 36.2                 0    99
## 375            1.873687e+03          96       2 35.2                 0    99
## 376            2.538941e+03          96       3 34.2                 0    97
## 377            2.048557e+03          97       0 33.2                 0    95
## 378            2.497533e+01          99       0 32.2                 0    94
## 379            1.797148e+02          99       9 31.2                 0    93
## 380            1.504300e+03          99      16  3.1                 0    92
## 381            1.406512e+03          99      24 29.1                 0    99
## 382            9.417037e+02          99       0 28.0                 0    99
## 383            1.078662e+03          99      11 27.0                 0    99
## 384            1.179686e+01          99      42 26.1                 0    99
## 385            0.000000e+00          92       0 65.7                 1    91
## 386            1.531400e+02          95       0 65.1                 1    88
## 387            1.496599e+02          95      14 64.5                 1    95
## 388            8.514507e+02          95       1 63.9                 1    95
## 389            8.751495e+02          96     157 63.3                 1    95
## 390            7.664455e+02          95    1000 62.7                 1    94
## 395            4.563405e+02          96       3 59.7                 1    97
## 399            2.506263e+01          93       8 57.5                 1    94
## 401            0.000000e+00          91      99 19.4                61    91
## 403            8.897040e+01          88     375 18.2                66    89
## 410            6.424025e+01          76     125 14.6                86    94
## 419            4.015128e+01          96       0 17.6                32    96
## 422            3.114188e+01          96     495 16.1                34    94
## 424            1.599415e+01          92     173 15.2                35    89
## 434            0.000000e+00          76      50 27.4                80    76
## 449            0.000000e+00          96       0 31.3                 0    93
## 450            4.140242e+02          97       0  3.5                 0    95
## 451            3.256299e+02          94       0 29.7                 0    93
## 452            3.355889e+01          94       0 29.0                 0    94
## 453            4.409153e+00           9       0 28.2                 0     9
## 454            2.868907e+02          98       0 27.5                 0    99
## 455            3.399777e+02          98       0 26.8                 0    99
## 456            3.606209e+02          98       0 26.2                 0    99
## 457            3.454637e+02          96       0 25.5                 0    98
## 458            2.645133e+01          95       0 24.9                 0    97
## 459            3.349817e+00          93       0 24.3                 0    95
## 460            2.401397e+02          91       0 23.7                 0    94
## 461            2.090865e+02          66       0 23.2                 0    93
## 462            1.552073e+02           4       0 22.6                 0    92
## 469            6.018592e+01          88     722 17.0                15    87
## 473            5.773517e+01          82     394 14.8                20    82
## 486            1.008987e+02          84     240 26.0                82    83
## 491            7.303276e+01          79     605 23.3                93    79
## 494            5.370597e+01          NA    1000 21.8                97    66
## 495            4.173629e+01          NA    1000 21.3                99    61
## 497            0.000000e+00          55     195 67.0                 2    91
## 498            1.021902e+02          55     418 66.4                 2    91
## 499            9.733228e+03          55      83 65.8                 2    91
## 500            9.748636e+03           7      10 65.3                 2    99
## 501            9.719280e+02           7     803 64.7                 2    87
## 502            8.649675e+03          56      99 64.1                 2    88
## 503            8.649499e+02          42      14 63.6                 2    89
## 504            8.433937e+03          28      62 63.0                 2    89
## 505            7.946744e+03          14     101 62.5                 2     9
## 506            7.711818e+02          14      13 61.9                 2    95
## 507            6.333178e+03          14       6 61.3                 2    93
## 508            5.513330e+03          14       7  6.6                 2    91
## 509            4.687846e+03          14      15  6.0                 2    88
## 510            3.895856e+03          NA       6 59.3                 2    88
## 511            3.665090e+03          NA      34 58.5                 2    88
## 512            3.787495e+03          NA     206 57.8                 2    88
## 522            4.690118e+01          NA       3 18.6                26    47
## 525            4.611619e+01          NA     652 17.5                26    44
## 526            3.159416e+01          NA     938 17.2                25    42
## 527            3.365316e+01          NA    1000 16.8                25     4
## 528            3.078383e+01          NA    1000 16.5                25    38
## 535            4.982900e+00          24     165 16.7                80    32
## 539            8.936065e+00          NA       2 15.4                79    37
## 540            7.238451e+01          NA    1000 15.1                78    31
## 541            3.979244e+00          NA    1000 14.8                77    36
## 542            3.039691e+00          NA    1000 14.4                76    31
## 543            2.687439e+01          NA    1000 14.1                75    26
## 544            2.152702e+01          NA    1000 13.9                74     3
## 545            0.000000e+00          97       9 63.8                 2    96
## 546            2.353000e+03          95       0 63.1                 2    95
## 547            2.442222e+03           9       0 62.5                 2     9
## 548            2.260778e+03           9       0 61.8                 2     9
## 549            2.116143e+02          94       6 61.2                 2    93
## 550            1.774925e+02          92       0  6.6                 2    92
## 551            1.815259e+02          94       1 59.9                 2    94
## 552            2.415533e+02          95       0 59.3                 2    95
## 553            2.094876e+02          92       0 58.7                 2    95
## 554            1.275690e+03          95       0 58.1                 2    94
## 555            9.549645e+02          NA       0 57.4                 2    92
## 556            7.878565e+01          NA       0 56.8                 2    94
## 557            5.840993e+02          NA       1 56.1                 2    96
## 558            6.757808e+02          NA       0 55.4                 3    97
## 559            6.875117e+02          NA       0 54.7                 3    96
## 560            7.414843e+01          NA       0 54.0                 3    91
## 561            0.000000e+00          99    1000 32.9               183    99
## 562            1.098744e+02          99    1000 31.9               198    99
## 563            9.955532e+00          99    1000  3.9               216    99
## 564            9.443446e+01          99    1000  3.0               233    99
## 565            9.126750e+01          99    1000 29.0               251    99
## 566            5.660755e+00          99    1000 28.1               268    99
## 567            5.028349e+01          99    1000 27.3               288    99
## 568            3.922510e+01          95    1000 26.5               308    99
## 569            3.126625e+02          92    1000 25.7               332    94
## 570            2.974343e+01          91    1000 24.9               360    94
## 571            1.716596e+02          84    1000 24.1               392    87
## 572            1.586685e+00          79    1000 23.4               427    87
## 573            1.229365e+02          75    1000 22.6               467    87
## 574            1.063590e+02           7    1000 21.9               511    86
## 575            1.423064e+01          65    1000 21.2               558    86
## 576            1.746057e+01           6    1000  2.5               608    86
## 577            0.000000e+00          91       1 57.9                12    91
## 578            1.435488e+03           9       0 57.2                12     9
## 579            1.516255e+01          91       1 56.4                13    91
## 580            1.487897e+03          92       1 55.7                13    91
## 581            1.843074e+02          85       6 55.0                14    85
## 582            1.132436e+02          88       0 54.2                15    88
## 583            9.416464e+02          92       0 53.5                15    92
## 584            9.780704e+02          92       0 52.8                16    92
## 585            7.805947e+02          93       0 52.0                17    93
## 586            6.243711e+01          93       0 51.3                17    94
## 587            5.319808e+02          93       0  5.5                18    93
## 588            4.217956e+01          89       0 49.8                19    89
## 589            4.178039e+02          92       0 49.0                19    92
## 594            7.386585e+01          88       0 23.7                 2    87
## 620            0.000000e+00          NA    1000 21.2                13    67
## 626            0.000000e+00          92       0  6.5                 1    92
## 627            3.845129e+02          91       1 59.5                 1    91
## 628            3.861379e+02          94       0 58.5                 1    95
## 629            2.568237e+03          91       0 57.5                 1     9
## 630            2.429855e+03          84       0 56.5                 1    82
## 631            2.377010e+03          89       0 55.5                 1    93
## 632            2.488720e+01          87       0 54.4                 1     8
## 633            1.859096e+03          89       0 53.4                 1    89
## 634            1.508891e+02          89       0 52.4                 1    89
## 635            1.185412e+03          88       0 51.4                 1    89
## 636            1.002833e+03           9       1  5.3                 1    91
## 637            1.043108e+03          89       0 49.3                 1     9
## 638            1.070269e+03          86       1 48.3                 1    88
## 639            1.129494e+02          94       0 47.3                 1    94
## 640            8.683714e+02           8       0 46.4                 1    92
## 641            9.417819e+01          89       0 45.4                 1     8
## 642            0.000000e+00          94     206 63.7                 0    94
## 643            1.884099e+03          95       0 63.1                 0    95
## 644            1.899107e+03          96       0 62.5                 0    96
## 645            1.851713e+03          98       2 61.9                 0    96
## 646            1.913357e+03          97      12 61.3                 0    96
## 647            2.068868e+02          97       7  6.6                 0    97
## 648            2.160380e+03          97       2  6.0                 0    96
## 649            2.425404e+03          97      51 59.4                 0    96
## 650            2.019813e+03          95       0 58.7                 0    96
## 651            1.555652e+03          NA       1 58.1                 0    96
## 652            1.672320e+02          NA       2 57.5                 0    96
## 653            1.116397e+03          NA      54 56.9                 0    96
## 654            9.367707e+01          NA      19 56.3                 0    95
## 655            1.163615e+01          NA       6 55.8                 0    95
## 656            6.509568e+02          NA       8 55.2                 0    94
## 657            6.493910e+02          NA       9 54.7                 0    94
## 658            0.000000e+00          99       0 61.4                 1    99
## 659            1.366910e+01          97       0  6.7                 1    99
## 660            9.567571e+01          96       0 59.9                 1    99
## 661            7.421962e+02          96       0 59.2                 1    98
## 662            1.020646e+02          96       0 58.4                 1    99
## 663            7.872808e+02          96       0 57.7                 1    99
## 664            8.188771e+02          96       0 56.9                 1    99
## 665            7.086158e+02          95       0 56.2                 1    99
## 666            7.507148e+02          93       0 55.4                 1    99
## 667            5.234724e+02          89       0 54.6                 1    99
## 668            5.189359e+02          95       0 53.8                 1    99
## 669            4.484255e+00          99       0 53.0                 1    98
## 670            6.034145e+01          99       0 52.1                 1    98
## 671            3.347672e+02          98       0 51.3                 1    98
## 672            3.225863e+02          98       0  5.4                 1    99
## 673            4.934008e+01          98       0 49.4                 1    98
## 674            0.000000e+00          97       0  6.3                 0    97
## 675            2.073042e+02          96      10 59.8                 0    99
## 676            2.120859e+02          96       0 59.2                 0    99
## 677            2.159756e+03          96       1 58.7                 0    99
## 678            2.443325e+03          96       0 58.3                 0    99
## 679            2.833300e+02          96      18 57.8                 0    99
## 680            2.302524e+02          96       0 57.3                 0    99
## 681            2.396410e+02          93       1 56.8                 0    97
## 682            1.958526e+03          93       0 56.3                 0    97
## 683            1.700842e+03          93       0 55.8                 0    97
## 684            1.562521e+03          88       1 55.3                 0    98
## 685            1.586724e+03          88       0 54.8                 0    98
## 686            1.587087e+02          88       0 54.3                 0    98
## 687            1.128051e+03          88       0 53.8                 0    98
## 688            1.008086e+02          89       0 53.3                 0    97
## 689            9.508028e+02          89       0 52.8                 0    97
## 690            0.000000e+00          97       9 66.1                 0    97
## 691            0.000000e+00          99     222 65.6                 0    99
## 692            0.000000e+00          99      15 65.1                 0    99
## 693            0.000000e+00          99      22 64.5                 0    99
## 694            0.000000e+00          99      17 64.0                 0    99
## 695            0.000000e+00          99       0 63.6                 0    99
## 696            0.000000e+00          99       5 63.1                 0    99
## 697            0.000000e+00          99       2 62.6                 0    99
## 698            0.000000e+00          99       2 62.2                 0    99
## 699            0.000000e+00          98       7 61.8                 0    98
## 700            0.000000e+00          99       0 61.3                 0    96
## 701            0.000000e+00          98      17  6.8                 0    96
## 702            0.000000e+00          92      30  6.4                 0    97
## 703            0.000000e+00          86       4 59.9                 0    97
## 704            0.000000e+00          NA       6 59.4                 0    97
## 705            0.000000e+00          NA       9 59.0                 0    98
## 706            0.000000e+00          96       0 32.9                 7    99
## 707            0.000000e+00          93       3 32.4                 8    99
## 708            0.000000e+00          93       0 31.8                 8    99
## 709            0.000000e+00          96       0 31.3                 9    99
## 731            0.000000e+00          NA    1000 17.3               327    62
## 736            0.000000e+00          NA    1000 15.3               332     3
## 738            0.000000e+00          NA       9 58.8                 0    93
## 739            1.046876e+04          NA      27 58.4                 0    94
## 740            1.026176e+04          NA      17 58.1                 0    94
## 741            9.284171e+02          NA       2 57.7                 0    94
## 742            1.025111e+04          NA      84 57.4                 0    91
## 743            9.544866e+02          NA       5 57.0                 0     9
## 744            9.765617e+03          NA       6 56.6                 0    89
## 745            1.076118e+04          NA      14 56.3                 0    88
## 746            9.703068e+03          NA       2 55.9                 0    87
## 747            8.509545e+02          NA      27 55.4                 0    93
## 748            7.627412e+03          NA       2 55.0                 0    93
## 749            6.948840e+03          NA       0 54.4                 0    95
## 750            6.509814e+02          NA       0 53.9                 0    96
## 751            4.801546e+03          NA      32 53.3                 0    98
## 752            5.304832e+02          NA      11 52.8                 0    97
## 753            5.087497e+02          NA      14 52.2                 0    97
## 763            1.214812e+02          NA      49  3.6                 2    72
## 775            8.437877e+02           8       2 54.7                 7    84
## 781            2.897419e+02          87       0 48.2                 8    86
## 783            2.930197e+02          79       0 46.1                 8    65
## 787            0.000000e+00          78       0 54.2                 7    84
## 788            7.911626e+01          83       0 53.5                 7    84
## 789            5.912850e+01          87       0 52.8                 8    87
## 790            4.188088e+01          88      72 52.1                 8    85
## 791            3.447412e+02          88     257 51.4                 8    85
## 792            3.679286e+02           9       0  5.7                 8    88
## 793            2.821440e+02          91       0  5.0                 8    91
## 794            1.979303e+02          93       1 49.3                 9    94
## 795            1.960468e+01          94       0 48.6                 9    95
## 796            1.913983e+01          96       0 47.9                 9    92
## 798            1.637920e+01          88       0 46.5                 9     9
## 825            4.164338e+02          91       0 52.1                 2    91
## 827            5.230172e+01          99       0  5.8                 3    99
## 831            4.001343e+02          94       0 47.8                 4    93
## 832            2.968529e+01          81       0 47.0                 4    81
## 835            0.000000e+00          16    1000 24.5                 4    17
## 836            1.340477e+01           2      13 24.0                 4    24
## 841            1.150692e+02          NA      78 21.7                 4    57
## 861            5.064689e+00          96      19 13.9                 9    96
## 867            0.000000e+00          91       4 59.9                 0    93
## 868            2.700073e+03          93       0 59.4                 0    93
## 869            2.612915e+02          93       2 59.0                 0    94
## 870            2.263104e+03          94       4 58.5                 0    94
## 871            2.146946e+03          94       7 58.0                 0    93
## 872            1.802018e+03          94       0 57.6                 0    94
## 891            3.046452e+01          47    1000 14.5               286    61
## 900            5.053948e+01          99       0 61.9                 0    99
## 904            6.208344e+01          99       0 58.7                 0    99
## 905            6.065068e+01          99       1 58.0                 0    99
## 906            8.104656e+01          99       0 57.3                 0    99
## 907            5.889526e+00          99       0 56.6                 0    99
## 911            2.538197e+02          99     305 53.2                 0    95
## 912            2.060717e+02          99     304 52.2                 0    94
## 915            0.000000e+00          NA       2 62.1                 0    97
## 916            6.164455e+03          NA       0 61.7                 0    98
## 917            6.115497e+03          NA       2 61.4                 0    98
## 918            5.889013e+03          NA       0 61.0                 0    99
## 919            7.101621e+01          NA      27  6.6                 0    99
## 920            5.916691e+02          NA       5  6.2                 0    99
## 921            5.797384e+02          NA       2 59.8                 0    99
## 922            6.788811e+02          NA       5 59.4                 0    97
## 923            6.147132e+03          NA       0 59.0                 0    97
## 924            5.247775e+02          NA       0 58.6                 0    97
## 925            4.816590e+03          NA       1 58.1                 0    97
## 926            4.508806e+03          NA       0 57.6                 0    96
## 927            3.869026e+03          NA       0 57.1                 0    96
## 928            3.099357e+03          NA       0 56.6                 0    95
## 929            2.775335e+03          NA       1 56.1                 0    95
## 930            3.977534e+02          NA       0 55.5                 0    96
## 931            0.000000e+00          86     157 62.5                 3    98
## 932            6.739678e+03          83     267 62.0                 3    98
## 933            6.646954e+03          74     272 61.6                 3    99
## 934            7.513794e+02          78       0 61.1                 3    99
## 935            6.839191e+02          74    1000  6.6                 3    99
## 936            7.280012e+01          65    1000  6.1                 3    99
## 937            6.415357e+03          51    1000 59.6                 3    98
## 938            7.002786e+03          47     604 59.1                 3    98
## 939            6.473715e+01          42      39 58.6                 3    99
## 940            5.689992e+03          39      40 58.0                 4    99
## 941            5.451701e+03          35      36 57.5                 4    98
## 942            5.291235e+03          35    1000 57.0                 4    99
## 943            4.572442e+03          28       0 56.4                 4    96
## 944            3.779655e+03          29    1000 55.8                 4    97
## 945            3.451185e+03          28       0 55.2                 4    98
## 946            3.410284e+03          26    1000 54.6                 4    98
## 953            5.231086e+01          79       0 33.0                 3    74
## 957            3.532438e+02          28       0  3.8                 3    44
## 959            3.522324e+02          NA       0 29.8                 3    44
## 961            1.836981e+02          NA    1000 28.7                 3    44
## 977            0.000000e+00          91      99 18.5                 6    85
## 978            0.000000e+00          91     336 18.0                 6    84
## 979            0.000000e+00          94     431 56.2                 1    91
## 980            2.214829e+02          91    1000 55.3                 1    91
## 981            1.803787e+02          96    1000 54.4                 1    94
## 982            1.582576e+02          92      31 53.6                 1    93
## 983            1.989488e+02          89      64 52.8                 1    88
## 984            1.941733e+02          95      22 52.0                 1    88
## 985            1.853143e+01          54      23 51.3                 1    93
## 986            1.517626e+02          89      56  5.5                 1     9
## 987            1.061647e+02          94      44 49.9                 1    88
## 988            1.101138e+02          84     334 49.2                 1    89
## 989            9.444875e+00          79    1000 48.6                 1    82
## 990            7.132565e+00          64    1000 48.1                 1    66
## 991            7.054185e+01          48     216 47.5                 2    74
## 992            6.055818e+01          51     199 47.0                 2    89
## 993            5.710319e+01          61      35 46.5                 2    83
## 994            4.781704e+01          55      50 46.0                 2    81
## 995            0.000000e+00          88    1000 62.3                 3    94
## 996            9.417563e+02          88     443 61.9                 3    94
## 997            8.958780e+02          88    1000 61.4                 3    94
## 998            8.399133e+02          88     166  6.9                 3    94
## 999            8.697907e+02          88    1000  6.4                 3    94
## 1000           7.584079e+03          88     780 59.9                 3    94
## 1001           7.641271e+03          88     574 59.5                 3    95
## 1002           8.285265e+03          87     917 59.0                 3    95
## 1003           7.777556e+03          86     567 58.5                 3    95
## 1004           6.407536e+03          87    1000 58.0                 3    94
## 1005           6.012926e+03           9     778 57.6                 3    95
## 1006           5.842375e+03          88     121 57.1                 3    96
## 1007           5.826157e+02           9     779 56.6                 4    96
## 1008           4.371060e+02          87    1000 56.1                 4    97
## 1009           4.057637e+03          86    1000 55.6                 4    96
## 1010           4.238540e+03          84       0 55.1                 4    94
## 1019           3.181374e+00          94       6 23.6                61    94
## 1022           5.323776e+01           8      60 21.8                62    81
## 1023           3.109435e+01           8    1000 21.2                63     8
## 1024           3.336438e+00           8    1000  2.7                63     8
## 1025           2.555981e+01          NA    1000  2.1                64    81
## 1026           2.065433e+01          NA    1000 19.5                65    88
## 1027           0.000000e+00          96       1 66.5                 0    99
## 1028           2.163043e+03          96       1 66.0                 0    99
## 1029           2.183107e+03          98       3 65.4                 0    99
## 1030           2.528993e+03          98       3 64.9                 0    99
## 1031           3.192887e+03          95      40 64.3                 0    99
## 1032           3.189754e+03          95     149 63.7                 0    99
## 1033           3.726854e+02          95       2 63.1                 0    99
## 1034           3.682887e+03          95       1 62.4                 0    99
## 1035           3.632243e+03          95       2 61.8                 0    99
## 1036           3.185807e+02          94       0 61.2                 1    98
## 1037           2.785139e+03          93     122  6.5                 1    96
## 1038           2.876125e+02          92       1 59.9                 1    95
## 1039           2.124922e+03          92       0 59.2                 1    93
## 1040           1.608897e+02          91       5 58.6                 1    92
## 1041           1.403022e+03           9      12 58.0                 1     9
## 1042           1.221824e+02          89      56 57.4                 1    89
## 1043           0.000000e+00          92       0 48.4                 0    99
## 1044           7.892765e+02          97       0 47.4                 0    81
## 1045           7.804459e+02          97       0 46.5                 0    98
## 1046           8.660000e+02          97       0 45.6                 0    98
## 1047           1.156716e+01          94       0 44.7                 0    95
## 1066           4.722235e+02          95       0 45.9                15    96
## 1068           3.520245e+02          89       0 44.5                17     9
## 1069           4.150846e+01          87       0 43.8                18    87
## 1070           2.884016e+02          NA       0 43.1                18    88
## 1071           2.493263e+02          NA       0 42.4                19    84
## 1072           2.525041e+01          NA       0 41.7                20    82
## 1079           4.225479e+01          63      11 21.2                43    63
## 1082           1.968510e+01          57      89 19.8                47    59
## 1083           1.399627e+00          57       3 19.4                48    46
## 1099           3.106933e+01          NA       1 21.3                 7    76
## 1100           2.153375e+01          NA       0  2.7                 8    74
## 1101           2.209758e+01          NA       0  2.1                 8    73
## 1102           1.353000e+01          NA    1000 19.6                 8    69
## 1103           2.527115e+00          NA    1000 19.0                 8    65
## 1104           2.465762e+01          NA     298 18.5                 8    61
## 1105           8.687085e-01          NA     126 17.9                 9    56
## 1106           6.699419e+00          NA       0 17.4                 9    52
## 1110           4.974719e+02          97       0 44.1                 1    97
## 1116           1.706326e+02          93       0 39.6                 1    92
## 1123           0.000000e+00           6       0 49.9                18    56
## 1132           6.995556e+00          NA       0 39.6                23    61
## 1133           3.810904e+01          NA       0 38.5                24     6
## 1134           6.439853e+01          NA       0 37.5                24    58
## 1135           4.425687e+01          NA       0 36.5                25    56
## 1136           5.028558e+01          NA       0 35.6                26    54
## 1137           6.077816e+01          NA     159 34.8                27    52
## 1138           7.446033e+01          NA     992 34.0                28     5
## 1139           0.000000e+00          97       0 51.0                 4    97
## 1140           3.453776e+02          97       0  5.2                 4    97
## 1141           3.117553e+02          97       0 49.3                 4    97
## 1147           2.224823e+02          93       0 44.3                 6    94
## 1155           0.000000e+00          NA       0 64.8                 0    99
## 1156           1.609449e+02          NA       0 64.2                 0    99
## 1157           1.551952e+02          NA       1 63.6                 1    99
## 1158           1.642793e+02          NA       2 63.0                 1    99
## 1159           1.782122e+01          NA       5 62.4                 1    99
## 1166           1.468608e+02          NA       0 58.2                 1    99
## 1171           0.000000e+00          NA       0 61.0                 0    92
## 1172           8.254021e+03          NA       0  6.6                 0     9
## 1173           7.645441e+02          NA       0  6.2                 0    91
## 1174           6.818546e+03          NA       0 59.7                 0    89
## 1175           7.048093e+00          NA       0 59.3                 0    95
## 1176           6.005576e+03          NA       0 58.9                 0    96
## 1177           6.875776e+02          NA       0 58.5                 0    96
## 1178           7.613815e+03          NA       0 58.1                 0    98
## 1179           1.204297e+04          NA       0 57.8                 0    97
## 1180           1.003140e+03          NA       0 57.4                 0    97
## 1181           1.063120e+04          NA       0 56.9                 0    95
## 1182           8.506101e+03          NA       0 56.5                 0    99
## 1183           7.254853e+02          NA       0 55.9                 0    97
## 1184           5.948097e+03          NA       0 55.4                 0    95
## 1185           5.048274e+03          NA       0 54.8                 0    92
## 1186           5.809122e+03          NA       0 54.2                 0    98
## 1190           6.496964e+01          73    1000 17.0              1400    79
## 1193           8.441863e-01          37    1000 15.4              1700    73
## 1194           4.303043e+01          29    1000 14.9              1800    69
## 1195           5.234770e+00           6    1000 14.4              1900    67
## 1196           3.485943e+01           6    1000 13.9              2000    66
## 1211           1.026334e+02          76    1000  2.5               188    77
## 1213           5.381783e+00          65    1000 19.0               201    79
## 1219           0.000000e+00          98     615 59.7                21    98
## 1220           0.000000e+00          99      99 58.5                22    99
## 1221           0.000000e+00          99     189 57.2                23    98
## 1222           0.000000e+00          98     332 56.0                24    99
## 1223           0.000000e+00          99      73 54.8                25    99
## 1224           0.000000e+00          99     538 53.6                26    99
## 1225           0.000000e+00          99     262 52.5                27    99
## 1226           0.000000e+00          99     127 51.4                28    99
## 1227           0.000000e+00          97     133  5.4                29    98
## 1228           0.000000e+00          98     220 49.4                30    99
## 1229           0.000000e+00          94       7 48.5                32    95
## 1230           0.000000e+00          95       3 47.6                33    98
## 1232           0.000000e+00          99    1000 46.2                37    99
## 1233           0.000000e+00          94    1000 45.5                40    95
## 1234           0.000000e+00          99    1000 44.9                43    99
## 1237           4.473695e+02          66     669 57.8                39     7
## 1238           4.296625e+02          61      15 57.2                39     7
## 1239           2.851197e+02          77      15 56.5                39     8
## 1240           2.182252e+01          72     492 55.8                39    74
## 1241           1.856367e+02          75    1000 55.2                39    78
## 1245           5.918845e+01          65     908 52.5                37    69
## 1246           4.412060e+01          62    1000 51.9                37    69
## 1248           0.000000e+00          65       0  5.6                37    76
## 1249           0.000000e+00          66    1000  5.1                37     8
## 1250           0.000000e+00          67     726 49.5                37    83
## 1251           0.000000e+00          95       4 62.8                 0    95
## 1252           7.463670e+02          95      33 62.1                 0    96
## 1253           7.035527e+02          95      51 61.3                 0    96
## 1254           6.616695e+03          95     107  6.5                 0    95
## 1255           6.386954e+03          95     285 59.7                 0    95
## 1256           4.509235e+03          46     443 58.9                 0    94
## 1257           7.620823e+03          NA     164 58.2                 0    94
## 1258           9.528231e+03          NA      57 57.4                 0    93
## 1259           9.797553e+03          NA      64 56.6                 0    92
## 1260           9.126931e+03          NA      87 55.8                 0    91
## 1261           9.736813e+02          NA      95 55.1                 0     9
## 1262           8.040220e+03          NA     334 54.4                 0    89
## 1263           6.752135e+02          NA     584 53.6                 0    86
## 1264           5.092384e+03          NA     243 52.9                 0    83
## 1265           4.264579e+03          NA     241 52.2                 0    84
## 1266           3.794581e+03          NA       0 51.5                 0    86
## 1267           0.000000e+00          96      80 64.9                 1    95
## 1268           4.348335e+03          97       6 64.6                 1    95
## 1269           4.279896e+03          97      50 64.2                 1    96
## 1270           3.830185e+03          97     211 63.8                 1    94
## 1271           3.793162e+03          98      70 63.4                 1    94
## 1272           4.094109e+02          97      23 63.0                 1    95
## 1273           5.086645e+02          98       5 62.6                 1    96
## 1274           4.715533e+02          99     931 62.1                 1    94
## 1275           4.345102e+00          99     539 61.6                 1    95
## 1276           3.358621e+01          96       9 61.1                 1    94
## 1277           2.509343e+02          96       2  6.6                 1    95
## 1278           1.895343e+03          99     116  6.1                 1    95
## 1279           1.731756e+03          98     124 59.6                 1    93
## 1280           1.701196e+03          98       2 59.2                 1    91
## 1281           2.227333e+01          96      19 58.7                 1    93
## 1282           1.999341e+02          98      36 58.3                 1    93
## 1283           0.000000e+00          93     159 63.6                 2    93
## 1284           4.831645e+03          95       0 63.1                 2    95
## 1285           4.831917e+02          96       0 62.6                 2    96
## 1286           4.793905e+03          96     376 62.1                 2    96
## 1287           5.439692e+03          96    1000 61.5                 2    96
## 1288           5.219669e+03          96     372 61.0                 2    96
## 1289           5.243317e+03          96     351  6.5                 2    96
## 1290           6.637840e+01          96    1000 59.9                 2    96
## 1291           5.228822e+03          97     321 59.4                 2    97
## 1292           4.731915e+02          96     439 58.8                 2    97
## 1293           4.506256e+03          96     135 58.2                 2    97
## 1294           4.270915e+03          96     599 57.6                 3    97
## 1295           3.519259e+03          95    1000 57.0                 3    97
## 1296           2.883335e+03          95    1000 56.4                 3    96
## 1297           3.122230e+00          95       0 55.7                 3    96
## 1298           3.150582e+01          94    1000 55.0                 3    97
## 1299           0.000000e+00          91       0 54.2                 1    91
## 1300           4.273055e+02          92       0 53.5                 1    93
## 1301           5.457289e+00          93       0 52.7                 1    86
## 1302           3.717109e+01          96       0 52.0                 1    96
## 1303           3.317530e+01          92       1 51.2                 1    93
## 1304           3.966271e+02          94       0  5.5                 1    94
## 1305           2.357067e+02           9       0 49.7                 1     9
## 1306           3.176576e+01          92       2 48.9                 1    91
## 1307           2.562349e+01          92       0 48.1                 1    94
## 1308           1.940926e+02          97       0 47.2                 1    99
## 1315           0.000000e+00          NA      35 29.0                 3    99
## 1316           8.883362e+01          NA     462 28.6                 3    99
## 1317           9.443429e+01          NA     229 28.2                 3    99
## 1318           1.215869e+02          NA     228 27.8                 3    99
## 1319           9.498729e+03          NA     434 27.4                 4    96
## 1320           8.630061e+02          NA     450 26.9                 4    98
## 1321           8.991785e+02          NA     741 26.4                 4    99
## 1322           7.313175e+03          NA    1000 25.9                 4    98
## 1323           6.599995e+03          NA       0 25.4                 4    97
## 1324           6.502137e+03          NA     520 24.9                 4    95
## 1325           6.799664e+03          NA       0 24.4                 4    95
## 1326           6.746281e+03          NA    1000 23.8                 4    97
## 1327           5.787254e+02          NA    1000 23.4                 5    97
## 1328           5.250249e+03          NA    1000 22.9                 5    89
## 1329           5.486512e+03          NA    1000 22.5                 5    81
## 1330           5.926297e+03          NA    1000 22.2                 5    98
## 1331           0.000000e+00          99       0 65.6                 4    99
## 1332           6.387845e+01          98      20 64.8                 4    98
## 1333           5.466235e+02          98     120 64.0                 4    98
## 1334           6.770171e+01          98       3 63.2                 4    98
## 1335           6.886623e+01          98       0 62.4                 4    98
## 1336           7.159709e+02          98       0 61.7                 4    98
## 1337           6.687447e+02          98       0  6.9                 4    98
## 1338           5.352786e+02          97       2  6.1                 4    98
## 1339           3.732629e+02          98      41 59.3                 4    98
## 1340           3.133626e+02          98       1 58.6                 4    98
## 1341           2.744252e+01          95      28 57.8                 4    95
## 1342           3.252524e+01          95      21 57.0                 4    95
## 1343           2.287838e+02          97      76 56.3                 4    97
## 1344           2.591572e+02          95      19 55.5                 4    95
## 1345           2.486975e+02          97      61 54.8                 4    97
## 1346           2.272966e+02          93      32 54.0                 4    94
## 1348           2.444474e+01          95     321 52.3                 5    95
## 1349           2.640727e+01          99      73 51.4                 6    98
## 1380           9.787193e+01          75       0 77.1                 0    79
## 1381           1.372592e+02          95       0 76.7                 0    91
## 1382           1.474550e+02          94       0 76.2                 0    92
## 1383           3.046704e+01          95       0 75.7                 0    95
## 1384           1.821661e+01          91       0 75.2                 0    95
## 1385           1.622904e+02          86       0 74.6                 0    84
## 1386           1.676202e+02          83       0 74.1                 0    74
## 1395           0.000000e+00          99      18 71.4                 1    99
## 1396           2.480897e+03          96      55  7.8                 1    94
## 1397           2.792678e+03          99      62  7.2                 1    99
## 1398           2.957974e+03          98      27 69.5                 1    98
## 1399           2.785098e+03          99      32 69.0                 1    99
## 1400           2.009576e+03          99      13 68.4                 1    98
## 1401           3.001628e+03          99       0 67.9                 1    99
## 1402           2.078393e+03          99       0 67.5                 1    99
## 1403           2.555304e+03          99       0 67.1                 1    99
## 1404           2.443444e+03          99       0 66.7                 1    99
## 1405           2.395751e+02          99      10 66.3                 1    99
## 1406           1.731074e+03          94      23 65.9                 1    98
## 1407           1.590099e+02          99       0 65.5                 1    99
## 1408           1.209681e+03          99       0 65.0                 1    99
## 1409           1.131998e+02          99       0 64.5                 1    99
## 1410           9.599259e+02          95       6 64.0                 1    94
## 1412           0.000000e+00          96     318 43.9                 4    95
## 1414           0.000000e+00          96       0 42.2                 4    94
## 1417           0.000000e+00          96       1  4.1                 4    96
## 1429           0.000000e+00          87      71  2.1                12    86
## 1430           0.000000e+00          79      32 19.4                12    78
## 1436           0.000000e+00          57      58 15.5                15    56
## 1448           1.109970e+03          91       0 58.9                 0    92
## 1454           8.003284e+01          98       0 56.6                 0    99
## 1455           4.780645e+02          98       0 56.3                 0    98
## 1459           0.000000e+00          81      39 66.1                 1    75
## 1460           1.403771e+02          81     112 65.4                 1    75
## 1461           1.455610e+01          81    1000 64.9                 1    75
## 1462           1.511527e+02          81       9 64.4                 1    75
## 1463           8.350627e+02          81       9 64.0                 1    75
## 1464           8.053956e+02          81      12 63.5                 1    75
## 1465           8.140374e+00          81      22 63.0                 1    75
## 1466           6.913925e+01          81      24 62.5                 1    75
## 1467           8.906931e+00           8     373 61.9                 1    75
## 1468           5.345796e+02          78     956 61.4                 1    75
## 1469           6.300541e+02          77     618  6.8                 1    74
## 1470           6.183615e+02          75     213  6.2                 1    74
## 1471           5.279177e+02          74     526 59.7                 1    74
## 1472           7.013208e+01          77      36 59.1                 1    77
## 1473           5.106035e+02           8       8 58.6                 1     8
## 1474           4.043879e+02          83       5 57.9                 1    83
## 1479           1.958253e+02          96     172  3.2                 6    95
## 1500           1.579934e+01          NA      20 22.4                15    66
## 1503           9.758449e+00          NA     142 21.1                18    49
## 1506           1.219710e+01          NA    1000  2.2                20    56
## 1507           0.000000e+00          97      82 64.8                 2    97
## 1508           0.000000e+00          94     372 63.8                 2    94
## 1509           0.000000e+00          96       0 62.8                 2    96
## 1510           0.000000e+00          98     320 61.8                 2    98
## 1512           5.250394e+01          98       0 59.9                 2    98
## 1513           6.355170e+01          98     329 59.0                 2    98
## 1514           5.326700e+02          98       8 58.2                 2    98
## 1515           5.487891e+01          98      59 57.4                 3    98
## 1516           4.934153e+02          98       1 56.7                 3    98
## 1517           4.723047e+02          97     292 56.0                 3    98
## 1518           3.180653e+01          99    1000 55.3                 3    97
## 1519           2.951167e+02          96       0 54.6                 3    95
## 1520           2.913435e+01          91    1000 54.0                 3    93
## 1521           3.623818e+02          93     633 53.4                 3    94
## 1522           4.573202e+02          92       0 52.8                 3    94
## 1527           1.758823e+03          95       7  6.5                 0    92
## 1531           1.581512e+03          96       0 59.0                 0    95
## 1534           7.636188e+01          94       1 58.1                 0     9
## 1535           8.099710e+01          95       1 57.8                 0    91
## 1536           5.619169e+02          94     103 57.5                 0    97
## 1537           4.287209e+01          95       7 57.2                 0    97
## 1538           3.732606e+02          98      19 56.9                 0    92
## 1539           0.000000e+00          94       0 61.3                 0    99
## 1540           1.625516e+04          94       0  6.9                 0    99
## 1541           1.551575e+04          94       0  6.5                 0    99
## 1542           2.284582e+03          94       2  6.1                 0    99
## 1543           1.702853e+04          95       6 59.6                 0    96
## 1544           2.267252e+03          94       0 59.2                 0    96
## 1545           2.052393e+03          95       0 58.8                 0    96
## 1546           1.896135e+04          94       1 58.4                 0    96
## 1547           2.670513e+02          87       0 57.9                 0    96
## 1548           1.534549e+04          95       8 57.5                 0    99
## 1549           1.346247e+03          95       0 57.0                 0    99
## 1550           1.237205e+04          94       0 56.4                 0    99
## 1551           1.011139e+04          95       1 55.8                 0    99
## 1552           9.105063e+02          95       0 55.2                 0    99
## 1553           7.877337e+03          86       0 54.6                 0    99
## 1554           8.246130e+03          77       0 54.0                 0    99
## 1555           0.000000e+00          69       3  2.5                38    71
## 1557           7.950882e+01          74       6 19.5                40    73
## 1574           8.276866e+01          96      11 18.4                46    95
## 1581           5.670640e+00          93     184 15.9                62    94
## 1584           3.885395e+00          64      92 14.8                75    79
## 1587           0.000000e+00          99    1000  4.6                 4    99
## 1588           7.213655e+02          96     221 39.5                 4    97
## 1589           1.106780e+02          96     195 38.5                 4    97
## 1590           1.016092e+02          97    1000 37.4                 4    97
## 1591           9.230026e+00          96    1000 36.3                 4    96
## 1592           6.556660e+01          96      73 35.3                 4    96
## 1593           4.315452e+02          96     153 34.4                 4    97
## 1594           4.384519e+02          97     334 33.4                 4    97
## 1595           4.099813e+02          96     394 32.5                 4    97
## 1596           3.659114e+02          95     564 31.6                 4    95
## 1597           2.975914e+02          96    1000  3.7                 4    96
## 1598           3.156639e+02          94    1000 29.8                 4    95
## 1599           2.642496e+02          95     632 28.8                 4    96
## 1600           2.167029e+02          95     408 27.9                 4    94
## 1601           2.102417e+02          95    1000 27.0                 5    95
## 1602           2.337167e+01          97    1000 26.0                 5    98
## 1603           0.000000e+00          99       0 27.4                 0    99
## 1604           2.051749e+03          99       0 26.2                 0    99
## 1605           1.626591e+03          99       0 25.1                 0    99
## 1606           1.259940e+03          99       0 24.1                 0    99
## 1607           1.079894e+03          96       0 23.1                 0    96
## 1608           9.113972e+01          97       0 22.1                 0    97
## 1609           1.005030e+02          98       6 21.2                 0    98
## 1610           1.077712e+03          98       0  2.3                 0    98
## 1611           6.491489e+00          98      20 19.5                 0    98
## 1612           6.598499e+02          98      47 18.7                 0    98
## 1613           6.209519e+02          98    1000 18.0                 0    98
## 1614           6.119094e+02          97      37 17.3                 0    96
## 1615           4.914979e+02          98      75 16.7                 0    98
## 1616           4.299053e+00          98     926 16.2                 0    98
## 1617           4.130689e+01          98       0 15.6                 0    97
## 1618           3.001621e+02          96      20 15.2                 0    98
## 1622           9.654658e+01          66     341 21.9                88    72
## 1629           6.021211e+01          83      33 18.0               101    78
## 1632           3.676466e+00          NA     717 16.5               108    65
## 1633           4.395886e+00          NA    1000 16.1               110    56
## 1634           2.394507e+01          NA    1000 15.6               111    53
## 1635           0.000000e+00          95       2 69.6                 0    97
## 1636           4.096000e+02           9       0 69.2                 0    99
## 1637           3.742947e+02          94       0 68.8                 0    99
## 1638           3.431234e+02          93       0 68.4                 0    99
## 1639           3.601287e+03          82       3 68.0                 0    96
## 1640           2.780687e+02          75       0 67.6                 0    76
## 1641           3.355181e+02          86       1 67.1                 0    73
## 1642           2.655574e+03          86       1 66.6                 0    72
## 1643           2.578888e+03          82       2 66.1                 0    76
## 1644           2.380700e+03          86       1 65.6                 0    83
## 1645           2.247036e+03          85       6 65.0                 0    94
## 1646           2.033157e+02          85       4 64.5                 0    89
## 1647           1.678393e+03          89       4 63.9                 0    94
## 1648           1.552740e+03          NA       7 63.4                 0    95
## 1649           1.300150e+02          NA       2 62.8                 0    95
## 1650           1.343547e+02          NA       2 62.3                 0    94
## 1652           0.000000e+00          73       1  3.8                12    67
## 1653           8.092680e+01          84      14  3.1                12    84
## 1654           8.880281e+00           8      62 29.4                12     8
## 1655           6.248420e+01           8      35 28.8                12     8
## 1667           8.594570e+00          NA       0 21.1                11    58
## 1668           0.000000e+00          97       0 33.3                 0    98
## 1669           1.152784e+02          97       0 32.8                 0    98
## 1670           9.174676e+02          98       0 32.3                 0    98
## 1684           0.000000e+00          82       0 63.5                35    87
## 1685           1.681738e+02          84       3 62.8                36    87
## 1686           1.504089e+02          82       0 62.1                37    83
## 1687           1.126965e+02          99       0 61.5                38    99
## 1688           1.117196e+03          98       3  6.8                39    97
## 1689           1.033040e+03          93       0  6.1                40    95
## 1690           8.817364e+02          95       0 59.4                42    95
## 1691           1.598772e+02          97       0 58.7                43    96
## 1692           1.057476e+02          98       0 57.9                45    98
## 1693           9.802537e+02          98      23 57.2                47    98
## 1694           9.983498e+02          98       6 56.4                49    98
## 1695           9.208284e+02          98      64 55.7                52    98
## 1696           7.812063e+02          98      44 54.9                55    98
## 1697           1.218597e+01          97       0 54.1                58    98
## 1698           1.331110e+01          97       3 53.2                62    97
## 1699           1.022840e+01          97      30 52.4                66    97
## 1712           0.000000e+00          89       0 62.8                 0    88
## 1713           0.000000e+00          85       0 62.4                 0    84
## 1722           2.231624e+01          96       7 46.9                 2    96
## 1725           1.266981e+02          98      12 43.9                 2    99
## 1733           0.000000e+00          82       0 61.8                 0    89
## 1734           7.260292e+02          87       0 61.3                 0    91
## 1735           7.071447e+02           9       0  6.7                 0    94
## 1736           6.481332e+02           9       0  6.2                 0    94
## 1737           6.667374e+02          91       5 59.7                 0    95
## 1738           6.354849e+02           9       5 59.1                 0    93
## 1739           4.896819e+02          87       0 58.5                 0    91
## 1740           7.091311e+02          93       0 57.8                 0    95
## 1741           6.785189e+02           9       0 57.2                 0    92
## 1742           5.957307e+02           9       0 56.5                 0     9
## 1743           5.273077e+02          NA       0 55.7                 0    NA
## 1744           5.712190e+01          NA       0 55.0                 0    NA
## 1745           4.950783e+02          NA       0 54.2                 0    NA
## 1746           3.648024e+01          NA       0 53.5                 0    NA
## 1747           3.366981e+01          NA       0 52.7                 0    NA
## 1748           2.745473e+02          NA       0 51.9                 0    NA
## 1749           0.000000e+00          99      17 58.5                20    99
## 1750           1.987343e+02          99      10 57.5                21    99
## 1751           1.798599e+02          99      92 56.5                21    99
## 1752           1.915854e+01          99     668 55.5                22    99
## 1753           2.209455e+01          98     982 54.6                22    98
## 1754           1.836592e+02          98     633 53.6                23    99
## 1755           1.882903e+02          98     834 52.7                23    99
## 1756           1.713659e+02          97    1000 51.7                24    99
## 1757           1.576431e+02          95    1000  5.8                25    95
## 1758           1.277632e+02          95    1000 49.9                25    97
## 1759           9.469371e+00          96       0 49.1                26    98
## 1760           1.003638e+02          95    1000 48.2                27    97
## 1761           8.816506e+01           9    1000 47.3                28    91
## 1762           6.672934e+01          92    1000 46.5                29    94
## 1764           6.342140e+01          43    1000 44.8                32    95
## 1767           5.813338e+00          78       8 21.8                87    78
## 1768           4.990987e+01          76     145 21.3                90    73
## 1769           4.080618e+01          76     177  2.9                94    73
## 1770           5.743394e+00          74    1000  2.5                98    73
## 1771           3.975217e+01          74      60  2.1               101    74
## 1772           7.969158e-01          75       4 19.7               104    74
## 1779           3.782512e+01          25    1000 16.9               132    72
## 1780           4.717251e+01          NA    1000 16.5               136    69
## 1782           4.533789e+01          88     122 22.9                52    88
## 1783           3.833793e+01          75    1000 22.1                55    76
## 1784           3.842791e+01          58    1000 21.3                58    87
## 1785           2.123699e+01           4    1000  2.5                61     9
## 1786           1.748294e+01          92     190 19.8                65     9
## 1790           4.632776e+00          75     760 17.0                83    82
## 1803           5.756748e+02          NA    1000 31.0                 4    83
## 1812           3.580979e+01          NA     469 24.5                 4     8
## 1823           4.587990e+01          69    1000 14.4                41    91
## 1824           4.259753e+00          41    1000 13.9                44    78
## 1826           2.790965e+00           2    1000 12.9                50    76
## 1828           2.192814e+01          NA    1000 11.9                58    73
## 1830           0.000000e+00          94       7 62.1                 1    95
## 1831           1.491704e+03          92     140 61.6                 1    96
## 1832           1.475030e+03          51    1000 61.0                 1    97
## 1833           1.162657e+03           2      10  6.5                 1    97
## 1834           1.047370e+03           2      51 59.9                 1    97
## 1835           1.035621e+03          NA      15 59.3                 1    97
## 1836           9.685859e+01          NA      15 58.6                 1    97
## 1837           1.087341e+04          NA     109 57.9                 1    97
## 1838           9.689733e+03          NA      10 57.3                 1    97
## 1839           8.344010e+03          NA       1 56.5                 1    96
## 1840           6.577508e+03          NA       4 55.8                 1    96
## 1841           5.170131e+03          NA      11 55.0                 1    98
## 1842           4.472611e+03          NA       4 54.2                 1    98
## 1843           3.455197e+03          NA       3 53.4                 1    97
## 1844           3.054516e+03          NA       0 52.6                 1    97
## 1845           2.944640e+03          NA    1000 51.8                 1    97
## 1846           0.000000e+00          92      10 67.5                 0    92
## 1847           1.040278e+03          93     280 66.9                 0    93
## 1848           1.001908e+04          93       8 66.4                 0    92
## 1849           9.245654e+02          93      68 65.9                 0    93
## 1850           8.342406e+03          95     597 65.3                 0    95
## 1851           6.664149e+03           9      43 64.8                 0    93
## 1852           6.357705e+01          93     198 64.3                 0    92
## 1853           6.761289e+03           9       0 63.8                 0    89
## 1854           6.063107e+02          88      25 63.2                 0    88
## 1855           4.962228e+02          87      20 62.6                 0    89
## 1856           4.910559e+02          87      20 62.1                 0    89
## 1857           4.423775e+02          88      33 61.5                 0    87
## 1858           3.661793e+03          89      66  6.9                 0    86
## 1859           2.892257e+03          89      21  6.3                 0    84
## 1860           2.205986e+03           9      65 59.6                 0    82
## 1861           2.143021e+03           9      65 58.9                 0    82
## 1862           0.000000e+00          98       0 54.0                 2    99
## 1863           4.731238e+02          98       0 53.2                 3    99
## 1866           3.216133e+02          98       0  5.9                 3    99
## 1871           2.141124e+01          88       0 47.1                 4    88
## 1878           0.000000e+00          65    1000 19.3                87    65
## 1890           2.026877e+01          NA    1000 14.6               121    44
## 1904           6.416253e+00          18    1000 19.3               893    45
## 1905           5.722556e+01          NA    1000 18.8               907    43
## 1906           3.019551e+01          NA    1000 18.3               918    42
## 1907           1.713775e+01          NA    1000 17.8               928     4
## 1908           1.583099e+01          NA    1000 17.3               936    36
## 1909           2.248178e+01          NA    1000 16.9               943    31
## 1911           0.000000e+00          NA      14 61.2                 0    95
## 1912           1.776383e+02          NA       3  6.8                 0    93
## 1913           2.347829e+02          NA       8  6.3                 0    94
## 1914           2.094191e+03          NA       4 59.8                 0    95
## 1915           2.773551e+02          NA      39 59.4                 0    94
## 1916           1.526806e+04          NA       3 58.9                 0    93
## 1917           1.423749e+02          NA       2 58.5                 0    94
## 1918           1.707131e+03          NA       4 58.0                 0    94
## 1919           1.482941e+04          NA       0 57.5                 0    93
## 1920           1.282925e+04          NA       0 57.0                 0    94
## 1921           1.179253e+04          NA       0 56.5                 0    91
## 1922           1.009825e+03          NA       7 55.9                 0    92
## 1923           8.807381e+02          NA       8 55.3                 0    92
## 1924           7.496823e+02          NA       5 54.6                 0    93
## 1925           6.356827e+03          NA       4 54.0                 0    91
## 1926           6.191212e+03          NA       0 53.3                 0    91
## 1927           0.000000e+00          99       0 54.6                 1    99
## 1928           1.661914e+02          99       0 53.5                 1    99
## 1929           1.154893e+03          98       0 52.8                 1    99
## 1930           1.055835e+03          98      13 52.3                 1    99
## 1931           1.582771e+02          99       5 52.0                 1    99
## 1932           1.292261e+02          99       3 51.8                 1    99
## 1933           1.040629e+03          98      19 51.5                 1    96
## 1934           1.230966e+02          99      18 51.1                 1    97
## 1935           8.845038e+01          99      24  5.6                 1    97
## 1936           7.851141e+01          99      13  5.1                 1    98
## 1937           8.540116e+02          99      25 49.5                 1    99
## 1938           7.046762e+01          99      18 48.9                 1    99
## 1939           6.565631e+01          99       1 48.1                 1    99
## 1940           5.859171e+02          99       5 47.3                 1    99
## 1941           5.645426e+02          99      15 46.5                 1    99
## 1942           6.286658e+01          99      15 45.9                 1    99
## 1953           3.059321e+01           7    1000 18.9               459    78
## 1958           1.884534e+01          NA    1000 16.4               495    65
## 1960           0.000000e+00          73       0 57.8                 1    72
## 1961           1.842464e+03           8       0 57.1                 1     8
## 1962           1.694467e+03           8       0 56.3                 1    81
## 1963           2.017491e+02          85       0 55.6                 1    87
## 1964           1.192124e+02          87       4 54.9                 1    91
## 1965           1.199320e+03          94       0 54.2                 2    95
## 1966           1.092155e+03          85       0 53.4                 2    85
## 1967           9.568230e+02          86       0 52.7                 2    86
## 1968           7.625080e+01          85       0 51.9                 2    84
## 1969           6.311252e+02          88       0 51.1                 2    98
## 1970           6.239101e+02          92       0  5.3                 2    88
## 1971           5.276085e+02          95       0 49.5                 2    92
## 1972           5.845976e+01          98       0 48.6                 2    95
## 1973           7.880940e+01          98       0 47.8                 2    99
## 1974           7.320514e+00          98       0 46.9                 2    95
## 1975           9.871021e+00          NA       0 45.9                 2    99
## 1983           1.037278e+02          59       0 43.4                14    76
## 1986           1.205552e+01          63    1000 41.1                15    61
## 1992           0.000000e+00          93       0  5.2                 3    89
## 1993           5.617685e+02          87       0 49.4                 3    83
## 1994           5.734347e+02          86       0 48.6                 3     8
## 1995           4.418446e+02          87       0 47.9                 3    83
## 1996           4.721933e+02          89       0 47.1                 3    84
## 2006           2.338489e+02          NA       0 39.8                 5     9
## 2008           0.000000e+00           9       4 55.6                10    88
## 2009           9.737287e+02          88       0 54.9                10    78
## 2010           9.466521e+02          88       0 54.2                11    71
## 2011           8.859858e+02          95       0 53.6                11    94
## 2012           7.595381e+02          91       0 52.9                12    91
## 2013           6.943935e+01          93       0 52.2                12    92
## 2014           5.704532e+02          93       0 51.5                13    92
## 2015           5.849897e+01          93       1  5.8                14    93
## 2016           5.164037e+02          93       0  5.2                15    93
## 2017           4.487670e+02          94       0 49.5                15    94
## 2018           4.115646e+02          94       0 48.8                16    66
## 2021           4.053778e+01          NA       0 46.7                20    95
## 2022           3.025359e+02          NA       0 46.1                22     9
## 2040           0.000000e+00          96       0 61.7                 2    92
## 2041           2.438085e+02          96       0 61.1                 2    94
## 2042           2.343533e+01          96      84  6.4                 2    95
## 2043           2.300401e+02          97      71 59.7                 2    95
## 2044           2.500774e+02          98       0 59.1                 2    96
## 2045           2.204917e+02          98      13 58.4                 2    96
## 2046           1.299160e+03          98     115 57.8                 3    96
## 2047           1.571475e+01          98       0 57.2                 3    96
## 2048           1.430425e+01          98      40 56.6                 3    99
## 2049           9.145556e+00          98     120 56.0                 3    99
## 2050           7.941503e+01          98      13 55.5                 3    99
## 2051           6.480743e+02          98      11 55.0                 3    99
## 2052           5.420235e+02          97      48 54.5                 3    98
## 2053           5.160554e+02          98      34 54.0                 3    98
## 2054           4.667383e+02          95     133 53.6                 3    98
## 2056           0.000000e+00          98       8 61.6                 0    98
## 2057           2.712546e+02          98       0  6.9                 0    98
## 2058           2.698018e+03          98       1  6.2                 0    98
## 2059           3.314570e+02          98      23 59.5                 0    98
## 2060           3.108289e+03          97       2 58.8                 0    97
## 2061           3.119350e+03          97       5 58.1                 0    97
## 2062           3.371024e+02          96       3 57.3                 0    96
## 2063           3.652869e+03          97       1 56.5                 0    97
## 2064           3.333569e+02          97       0 55.7                 0    96
## 2065           2.884020e+03          97       0 54.9                 0    97
## 2066           2.813985e+03          94       7 54.1                 1    93
## 2067           2.761000e+02          94       5 53.3                 1    95
## 2068           2.283892e+03          94       8 52.5                 1    96
## 2069           1.904002e+03          82       8 51.7                 1    96
## 2070           1.657328e+03           7       0  5.9                 1    96
## 2071           1.673280e+02          58      45  5.1                 1    96
## 2072           0.000000e+00          99      18 69.3                 0    99
## 2073           5.063513e+03          89      46 68.4                 0    99
## 2074           5.150735e+02          97      73 67.7                 0    99
## 2075           5.163329e+03          93     160 67.0                 0    93
## 2076           4.409171e+03          93     101 66.5                 0    92
## 2077           3.776849e+01          97     295 66.0                 0    98
## 2078           3.688694e+03          99     112 65.6                 0    98
## 2079           5.484143e+03          97       0 65.2                 0    98
## 2080           4.418506e+01          94     361 65.1                 0    97
## 2081           4.485953e+02          96     144 65.0                 0    95
## 2082           4.582476e+03          97      74 65.1                 0    98
## 2083           4.064744e+03          97      29 65.0                 0    95
## 2084           4.049972e+03          93      24 64.7                 0    93
## 2085           1.886783e+02          98      34 64.1                 0    96
## 2086           1.700495e+02          93      23 63.3                 0    93
## 2087           1.559287e+03          89      46 62.4                 0    91
## 2088           0.000000e+00          98       7 31.7                 2    98
## 2089           0.000000e+00          99     442 31.2                 2    99
## 2090           0.000000e+00          99     107  3.8                 2    99
## 2091           0.000000e+00          99       2  3.4                 2    99
## 2092           0.000000e+00          99      42  3.0                 2    98
## 2093           0.000000e+00          94     114 29.5                 2    95
## 2094           0.000000e+00          94      17 29.1                 2    95
## 2095           0.000000e+00          94       2 28.6                 2    92
## 2096           0.000000e+00          91     194 28.2                 2    91
## 2097           0.000000e+00          99      28 27.7                 2    98
## 2098           0.000000e+00          99       7 27.2                 3    96
## 2099           0.000000e+00          92      11 26.7                 3     9
## 2100           0.000000e+00          91      33 26.2                 3    94
## 2101           0.000000e+00          92      62 25.7                 4    99
## 2102           0.000000e+00          89    1000 25.2                 4    99
## 2103           0.000000e+00          93    1000 24.7                 4    99
## 2120           0.000000e+00           9       4  6.7                 2    89
## 2121           1.576409e+00          94      59 59.9                 2    94
## 2122           1.230748e+03          96    1000 59.2                 2    88
## 2123           1.078358e+03          96    1000 58.4                 2    92
## 2124           1.032589e+01          96    1000 57.7                 2    89
## 2145           1.225184e+01          98    1000 55.7                20    98
## 2150           2.642527e+00          43    1000 54.2                25    97
## 2151           2.244600e+02          NA    1000 54.0                26    97
## 2153           7.549797e+00          98      10  2.8                16    98
## 2157           6.378724e+01          97     121 18.3                23    93
## 2162           3.944667e+01          95     129 15.4                38    95
## 2164           3.330286e+01          96    1000 14.5                46    96
## 2169           0.000000e+00          99       0 47.5                 0    99
## 2170           0.000000e+00          99       0 46.7                 0    99
## 2171           0.000000e+00          99       0 45.9                 0    99
## 2172           0.000000e+00          98       0 45.2                 0    98
## 2173           0.000000e+00          99       0 44.5                 0    99
## 2174           0.000000e+00          97       0 43.8                 0    97
## 2175           0.000000e+00          95       0 43.0                 0    95
## 2176           0.000000e+00          96       0 42.2                 0    96
## 2179           0.000000e+00          95       0 39.6                 0    95
## 2189           0.000000e+00          96       0  5.3                 0    96
## 2193           0.000000e+00          99       0 46.6                 0    99
## 2201           0.000000e+00          59       0 74.7                 0    61
## 2202           6.602778e+02          56       0 74.3                 0    58
## 2203           6.983523e+02           6       0 73.8                 0    62
## 2204           4.920552e+02          64       1 73.4                 0    62
## 2205           5.587206e+02          58       0 72.9                 0     6
## 2206           4.347941e+02          57       8 72.5                 0    57
## 2208           4.735261e+01          12       0 71.4                 0    54
## 2209           4.773638e+01          46       0  7.9                 0    49
## 2211           2.874671e+02          41       0 69.7                 0    55
## 2216           2.125430e+01          89       0 65.6                 0    94
## 2218           0.000000e+00          96       0  3.9                 0    96
## 2223           6.304033e+01          98       0 26.9                 0    98
## 2224           1.113609e+01          98       0 26.2                 0    99
## 2227           4.708931e+01          75       0 24.0                 0    97
## 2234           0.000000e+00          98     219 68.2                 8    97
## 2235           2.017643e+03          98     154 67.3                 9    98
## 2236           2.047113e+03          98    1000 66.4                 9    98
## 2237           1.963808e+02          98     294 65.6                 9    98
## 2238           1.735756e+02          98     362 64.7                 9    98
## 2239           1.197946e+03          98     334 63.9                 9    98
## 2240           1.179228e+02          98      82 63.1                10    98
## 2241           1.550667e+01          98     158 62.4                10    98
## 2242           1.307890e+03          96    1000 61.6                10    96
## 2243           1.395455e+03          96     807  6.9                10    96
## 2244           1.117048e+03          97     373  6.2                10    96
## 2245           8.164795e+02          96    1000 59.4                11    96
## 2246           8.323689e+02          95    1000 58.5                11    95
## 2247           6.880973e+02          97     311 57.7                11    95
## 2248           7.104952e+02          95     155 56.9                12    97
## 2249           7.821800e+02          93       0 56.2                12    95
## 2253           1.020659e+01          91      46 22.7                29    83
## 2254           1.431052e+00          92      18 22.2                31    89
## 2258           8.309153e+00          94      11  2.3                36    93
## 2265           5.397369e+00          NA    1000 17.5                50    49
## 2266           0.000000e+00          94     383  6.0                 1    95
## 2267           8.617208e+00          92      37 59.4                 1    93
## 2268           8.806403e+02          91       1 58.9                 1    97
## 2269           7.425110e+02          97       0 58.3                 1    93
## 2270           9.153191e+02          94     370 57.7                 1    94
## 2271           7.744397e+02          89      20 57.0                 1    91
## 2272           8.208109e+02          93       1 56.4                 1    97
## 2273           9.633238e+01          93       2 55.8                 1    95
## 2274           7.728700e+02          99     201 55.1                 1    93
## 2275           5.418243e+02          93       2 54.5                 1    97
## 2276           5.031116e+02          65       2 53.9                 1    98
## 2277           4.627077e+02          89      11 53.3                 1    96
## 2278           3.897515e+02          NA      15 52.8                 1    89
## 2279           2.926142e+02          NA      63 52.2                 1    95
## 2280           2.225066e+02          NA      35 51.7                 1    93
## 2281           1.185928e+01          NA      38 51.2                 2    98
## 2283           1.511046e+02          99       0 36.2                 0    99
## 2287           1.649232e+01          99       0 33.5                 0    99
## 2300           1.321464e+00          92      15 23.3                33    92
## 2306           4.557109e+01          63       0  2.2                45    63
## 2308           4.208893e+01          NA      29 19.2                47    67
## 2310           3.861473e+01          NA     586 18.4                47    66
## 2314           0.000000e+00          96       0 33.2                 0    96
## 2315           7.971646e+03          96       0 32.9                 0    96
## 2316           7.143441e+02          97     138 32.7                 0    97
## 2317           6.041859e+03          97      42 32.4                 0    97
## 2318           6.380001e+02          96     148 32.1                 0    96
## 2319           4.540544e+03          96      50 31.8                 0    96
## 2320           4.629307e+02          96      16 31.5                 0    97
## 2321           3.404131e+03          97      18 31.2                 0    97
## 2322           3.082974e+03          96      15  3.9                 0    97
## 2323           2.639377e+03          95      23  3.5                 0    95
## 2324           2.356731e+03          96      33  3.2                 0    96
## 2325           2.042482e+02          94      96 29.9                 0    95
## 2326           2.263068e+03          95      33 29.6                 0    96
## 2327           1.420990e+02          95     211 29.2                 0    94
## 2328           1.003367e+03          95     408 28.9                 0    95
## 2329           1.855829e+03          97     141 28.5                 0    98
## 2330           0.000000e+00          96       1 59.1                 0    96
## 2331           0.000000e+00          97       0 58.4                 0    97
## 2332           0.000000e+00          98       0 57.8                 0    98
## 2333           0.000000e+00          99       0 57.2                 0    99
## 2334           0.000000e+00          99       0 56.5                 0    99
## 2335           0.000000e+00          99       0 55.9                 0    99
## 2336           0.000000e+00          99       0 55.3                 0    99
## 2337           0.000000e+00          99       0 54.8                 0    99
## 2338           0.000000e+00          99       0 54.2                 0    99
## 2339           0.000000e+00          99       0 53.7                 0    99
## 2340           0.000000e+00          99       0 53.1                 0    99
## 2341           0.000000e+00          99       2 52.6                 0    99
## 2342           0.000000e+00          99       1 52.1                 0    98
## 2343           0.000000e+00          99       0 51.6                 0    98
## 2344           0.000000e+00          99       0 51.1                 1    99
## 2345           0.000000e+00          98       0  5.7                 1    98
## 2346           0.000000e+00          NA      18  6.1                 0    95
## 2347           3.113493e+01          NA      52 59.5                 0    95
## 2348           2.597787e+02          NA       1 58.9                 0    95
## 2349           3.283025e+03          NA       2 58.2                 0    96
## 2350           3.343026e+03          NA      22 57.6                 0    96
## 2351           3.187496e+03          NA       2 57.0                 0    96
## 2352           3.505389e+03          NA       0 56.4                 0    96
## 2353           3.929589e+02          NA       0 55.8                 0    97
## 2354           3.256724e+03          NA       0 55.2                 0    97
## 2355           2.724178e+03          NA       0 54.7                 0    97
## 2356           2.503714e+03          NA       0 54.1                 0    95
## 2357           2.353785e+02          NA       0 53.5                 0    94
## 2358           2.033252e+02          NA       0 52.9                 0    95
## 2359           1.617473e+03          NA       0 52.3                 0    93
## 2360           1.963026e+02          NA       0 51.8                 0    93
## 2361           1.614474e+02          NA       0 51.2                 0    93
## 2370           2.890135e+01           9       0 43.8                 0    93
## 2371           2.404851e+02          99       0 43.0                 0    99
## 2372           2.531156e+01          83       0 42.1                 0     9
## 2373           1.955259e+02          81       0 41.3                 0    89
## 2375           1.562848e+02          75       0 39.6                 0    78
## 2386           0.000000e+00          NA    1000  2.7                84     4
## 2397           1.089955e+03          68      32 48.7                56    65
## 2425           0.000000e+00          NA       0   NA                50    NA
## 2426           0.000000e+00          97     115 66.6                 1    97
## 2427           4.298848e+01          96     154 66.0                 1    97
## 2428           4.236805e+02          95     131 65.4                 2    96
## 2429           4.255782e+03          96    1000 64.8                 2    97
## 2430           4.873819e+03          97    1000 64.1                 2    97
## 2431           5.787417e+02          97     302 63.5                 2    97
## 2432           5.047254e+03          96      41 62.9                 2    96
## 2433           5.596535e+03          97     297 62.3                 2    97
## 2434           5.109327e+02          96     267 61.7                 2    96
## 2435           4.460390e+03          97     362 61.1                 2    98
## 2436           4.054476e+02          96      22  6.5                 2    96
## 2437           3.715370e+03          97      26 59.9                 2    97
## 2438           3.205020e+03          81     256 59.3                 2    99
## 2439           2.283543e+02          82      67 58.8                 2    98
## 2440           2.044170e+03          83       0 58.2                 2    95
## 2441           1.934398e+03          77     152 57.6                 2    95
## 2442           0.000000e+00          99    1000 23.4                 3    99
## 2443           4.273083e+01          99    1000 22.7                 3    99
## 2444           4.162054e+01          99    1000 21.9                 3    99
## 2445           2.076877e+01          99      51 21.2                 4    99
## 2446           2.083302e+01          99      60  2.5                 4    99
## 2447           1.917268e+02          99      79 19.8                 4    99
## 2450           1.276378e+02          98      44 17.9                 5    98
## 2451           1.202472e+02          98       0 17.2                 5    98
## 2452           9.776637e+01          99       3 16.6                 5    99
## 2454           7.242809e+01          32      65 15.6                 5    98
## 2455           5.963596e+01          NA     139 15.1                 5    98
## 2456           5.361279e+01          NA     309 14.6                 6    98
## 2467           6.033686e+01           6     228   NA                99    77
## 2479           9.908095e+01          86       0 54.8                 0    96
## 2482           6.850299e+02          84       0 52.6                 0    84
## 2484           4.189207e+02          83       0 51.1                 0    84
## 2496           4.761645e+01          88      26 29.3                 4    89
## 2498           4.336650e+01          92       0 28.5                 4    88
## 2500           3.721651e+02          95       0 27.8                 4    88
## 2501           3.743858e+01          93       0 27.4                 4    88
## 2502           2.819124e+00           9     350 27.1                 4    87
## 2506           0.000000e+00          67      22 59.5                 0    98
## 2507           1.142212e+03          67      26 59.0                 0    98
## 2508           1.212666e+03          67      51 58.5                 0    98
## 2509           1.094702e+04          53      30 58.1                 0    98
## 2510           1.147767e+04          42      26 57.7                 0    98
## 2511           7.782477e+02          NA       6 57.3                 0    98
## 2512           6.821071e+02          NA       3 56.9                 0    98
## 2513           8.105591e+03          NA      25 56.5                 0    98
## 2514           7.593392e+03          NA       1 56.1                 0    98
## 2515           6.369516e+03          NA      19 55.7                 0    98
## 2516           5.990392e+02          NA      13 55.3                 0    98
## 2517           5.793364e+03          NA       5 54.9                 0    99
## 2518           5.067411e+03          NA       3 54.4                 0    99
## 2519           3.998100e+03          NA       9 53.9                 0    99
## 2520           3.554546e+03          NA       5 53.4                 0    99
## 2521           3.689727e+03          NA      59 52.8                 0    99
## 2522           0.000000e+00          NA      35 57.4                 0    97
## 2523           1.947991e+04          NA      23 57.0                 0    96
## 2524           1.909905e+04          NA     175 56.6                 0    96
## 2525           1.837933e+04          NA      61 56.2                 0    96
## 2526           1.882287e+04          NA     621 55.8                 0    96
## 2527           2.198591e+03          NA      77 55.4                 0    96
## 2528           1.471483e+04          NA     958 55.0                 0    96
## 2529           2.084256e+03          NA    1000 54.6                 0    96
## 2530           1.189233e+04          NA    1000 54.1                 0    94
## 2531           1.059808e+04          NA       0 53.7                 0    94
## 2532           1.005535e+04          NA      60 53.2                 0    94
## 2533           9.495541e+03          NA      39 52.8                 0    95
## 2534           8.422768e+02          NA     574 52.3                 0    95
## 2535           6.853628e+03          NA       0 51.8                 0    95
## 2536           6.478346e+03          NA     700 51.3                 0    95
## 2537           5.834582e+03          NA       0  5.8                 0    95
## 2540           0.000000e+00          71     740 55.2                 9     5
## 2541           0.000000e+00          43      13 54.2                 9    47
## 2543           0.000000e+00          84      26 52.3                 9    83
## 2544           0.000000e+00          84      22 51.3                 9    83
## 2545           0.000000e+00          83      19  5.4                 9    83
## 2546           1.798136e+01          83     403 49.4                 9    83
## 2547           1.226523e+02          83     517 48.5                10    83
## 2548           1.162586e+02          83     375 47.6                10    83
## 2549           1.021130e+01          82     189 46.8                10    84
## 2550           9.475639e+01          81     801 46.0                11    85
## 2551           9.170357e+01           8     538 45.3                11    86
## 2552           9.350075e+01           8     290 44.6                11    83
## 2553           8.172747e+01          79     146 43.9                12    86
## 2570           0.000000e+00          99     154 33.6                 9    99
## 2576           5.472101e+02          98    1000 26.8                12    99
## 2586           0.000000e+00          92       1  6.3                 0    92
## 2587           0.000000e+00          97     116 59.7                 0    96
## 2588           0.000000e+00          97       4 59.1                 0    98
## 2589           0.000000e+00          98       7 58.5                 0    97
## 2590           0.000000e+00          96     701 57.9                 0    97
## 2591           0.000000e+00           9     217 57.4                 0    95
## 2592           0.000000e+00          95       5 56.9                 0    96
## 2593           0.000000e+00          97      27 56.4                 0    96
## 2594           0.000000e+00          96       1 55.9                 0    96
## 2595           0.000000e+00          89       3 55.4                 0    92
## 2596           0.000000e+00          53       5 54.9                 0    98
## 2597           0.000000e+00          NA       9 54.5                 0    95
## 2598           0.000000e+00          NA      18 54.1                 0    96
## 2599           0.000000e+00          NA      19 53.6                 0    97
## 2600           0.000000e+00          NA      27 53.2                 0    91
## 2601           0.000000e+00          NA      36 52.7                 0    96
## 2612           7.127145e+00          NA     203 13.5                 3    55
## 2614           4.639133e+01          NA      94 12.9                 4    55
## 2622           3.908259e+01          85     187 22.0                21    85
## 2634           0.000000e+00          78       0 75.2                 0     8
## 2635           5.659672e+02           8       0 74.8                 0    82
## 2636           5.849450e+02          82       0 74.3                 0    84
## 2637           6.380295e+01          77       0 73.8                 0    79
## 2638           7.033981e+00          82       0 73.3                 0    84
## 2639           4.718308e+02          82       0 72.7                 0    84
## 2640           4.783806e+00          84       0 72.1                 0    86
## 2641           5.696255e+02          84       0 71.5                 0    88
## 2642           5.688693e+02          87       0  7.8                 0    88
## 2643           5.035882e+02          89       0  7.1                 0    89
## 2644           6.899440e+02          89       0 69.4                 0     9
## 2650           0.000000e+00           9       0 47.1                 0    88
## 2661           1.185100e+01          94       0 36.8                 0    94
## 2666           0.000000e+00          98      16 61.2                 3    98
## 2667           6.048701e+02          98      15  6.2                 3    98
## 2668           5.946453e+02          98      16 59.3                 3    98
## 2669           5.858777e+02          97      48 58.3                 3    97
## 2670           6.232120e+02          98      11 57.4                 3    98
## 2671           6.485617e+01          98       1 56.5                 3    98
## 2672           5.856308e+02          99       1 55.6                 3    99
## 2673           5.308452e+01          99       2 54.7                 3    99
## 2674           4.696283e+02          98       4 53.9                 4    98
## 2675           4.201154e+02          99       3 53.1                 4    99
## 2676           3.795140e+02          97      15 52.2                 4    98
## 2677           3.797659e+02          96       1 51.4                 4    97
## 2678           3.217694e+02          92      22  5.6                 4    95
## 2679           2.628185e+02          93      98 49.7                 5    96
## 2680           2.572879e+02          94     231 48.9                 5    98
## 2681           2.647842e+02          94      47 48.1                 5    97
## 2682           0.000000e+00          97     342 66.1                18    97
## 2683           1.819084e+02          96     565 65.3                19    96
## 2684           1.881440e+02          97    1000 64.5                20    98
## 2685           2.075120e+01          97     349 63.7                22    97
## 2686           1.275878e+03          96     111 62.8                23    97
## 2687           3.278236e+01          96       7 61.9                25    97
## 2688           1.069483e+02          94       4 61.1                27    96
## 2689           2.267272e+01          92       0  6.2                29    96
## 2690           1.155801e+02          96       3 59.3                31    96
## 2691           1.035238e+02          82      34 58.5                34     9
## 2692           8.329552e+02          85    1000 57.6                36     9
## 2693           1.132767e+00          77    1000 56.8                39    85
## 2694           4.591113e+02          68    1000 55.9                43    69
## 2695           3.555729e+01          72    1000 55.1                46    78
## 2696           2.564342e+02          77    1000 54.3                50    88
## 2697           4.212957e+02          71    1000 53.5                54    85
## 2701           5.794128e+02          98       0 45.9                 8    98
## 2716           1.416770e+01          78     314 18.1                97    82
## 2722           7.285024e+01          71    1000 15.6               130    69
## 2723           6.002528e+00          73    1000 15.2               137     7
## 2724           5.083901e+01          64    1000 14.8               145    62
## 2727           4.426792e+00          44    1000 13.9               173    57
## 2732           5.663849e+00          22       0  6.7                 5    45
## 2734           4.537831e+02          46    1000 59.6                 5    72
## 2735           4.151628e+02          21    1000 59.0                 5    54
## 2747           0.000000e+00          99     347 64.2                 1    99
## 2748           3.862683e+03          99     344 62.4                 1    99
## 2749           3.772009e+02          98       0  6.5                 1    98
## 2750           3.663765e+03          96     132 58.6                 1    96
## 2751           3.877750e+02          95       0 57.1                 1    95
## 2752           3.080661e+02          94      87 55.8                 1    94
## 2753           2.924023e+02          93       0 55.1                 1    94
## 2754           4.003909e+03          92      55 54.8                 1    94
## 2755           3.759457e+03          92       0 55.1                 1    94
## 2756           3.749942e+03          92       0 55.8                 1    94
## 2757           3.427320e+03          92      29 56.6                 1    94
## 2758           2.972449e+03          92      22 57.0                 1    94
## 2759           2.771818e+02          92      42 56.8                 1    94
## 2760           2.598843e+03          92      53 56.0                 1    94
## 2761           2.437539e+02          92      30 55.0                 1    94
## 2762           2.629590e+02          92      69 54.1                 1    94
## 2763           0.000000e+00          NA      91 66.6                 4    96
## 2764           0.000000e+00          NA     133 66.0                 4    95
## 2765           0.000000e+00          NA    1000 65.4                 4    95
## 2766           0.000000e+00          NA    1000 64.8                 4    95
## 2767           0.000000e+00          NA    1000 64.2                 4    95
## 2768           0.000000e+00          NA     443 63.6                 4    94
## 2769           0.000000e+00          NA    1000 63.1                 4    93
## 2770           0.000000e+00          NA    1000 62.5                 4    92
## 2771           0.000000e+00          NA    1000 61.9                 4    92
## 2772           0.000000e+00          NA     764 61.3                 4    92
## 2773           0.000000e+00          NA      79  6.7                 4    91
## 2774           0.000000e+00          NA     189  6.1                 4    92
## 2775           0.000000e+00          NA     460 59.5                 4    91
## 2776           0.000000e+00          NA     314 58.8                 4    91
## 2777           0.000000e+00          NA      73 58.2                 4    91
## 2778           0.000000e+00          NA     104 57.5                 5    91
## 2780           0.000000e+00          97      88 23.2               121    97
## 2784           0.000000e+00          91     167  2.7               131    94
## 2792           0.000000e+00          89    1000 16.8               166    91
## 2793           0.000000e+00          NA    1000 16.4               173    65
## 2795           0.000000e+00          92     188 69.6                26    93
## 2796           0.000000e+00          92     667 69.1                27    93
## 2797           0.000000e+00          91     187 68.6                27    93
## 2798           0.000000e+00           9      55 68.0                28    93
## 2799           0.000000e+00          91     220 67.5                29    94
## 2800           0.000000e+00          92      63 66.9                30    93
## 2801           0.000000e+00          92      71 66.3                31    93
## 2802           0.000000e+00          94     140 65.7                31    94
## 2803           0.000000e+00          93      43 65.1                32    93
## 2804           0.000000e+00          93      55 64.4                33    93
## 2805           0.000000e+00          93      66 63.8                33    92
## 2806           0.000000e+00          92      37 63.1                33    92
## 2807           0.000000e+00          92      56 62.4                33    91
## 2808           0.000000e+00          88      41 61.7                33     9
## 2809           0.000000e+00          89     116  6.9                33    89
## 2810           0.000000e+00           9      85  6.1                33     9
## 2811           0.000000e+00          95       0 64.0                 0    95
## 2812           4.636398e+02          95       0 63.4                 0    95
## 2813           4.828039e+02          94       0 62.9                 0    94
## 2814           3.397190e+02          95       0 62.3                 0    95
## 2815           4.179117e+02          95       0 61.8                 1    95
## 2816           2.331533e+03          95       0 61.2                 1    95
## 2817           1.871737e+03          95       0  6.7                 1    95
## 2818           2.473142e+01          94       0  6.1                 1    94
## 2819           1.447306e+01          94       0 59.5                 1    94
## 2820           1.712226e+03          95       0 58.9                 1    95
## 2821           1.525448e+02          96       0 58.3                 1    96
## 2822           8.823564e+02          94       0 57.7                 1    95
## 2823           1.608400e+02          91       0 57.0                 1    91
## 2824           2.746881e+01          95       0 56.3                 1    93
## 2825           4.214804e+02          94       0 55.7                 1    94
## 2826           6.459584e+02          92       0 55.0                 1    92
## 2843           0.000000e+00          64      39 53.3                 0    65
## 2844           5.648167e+02          64      10 52.5                 0    65
## 2845           4.475456e+02          64       0 51.7                 0    65
## 2846           4.279885e+02          64       0  5.8                 0    65
## 2847           4.579732e+02          63       0 49.9                 0    65
## 2848           4.718627e+02          62       0 49.1                 0    66
## 2849           3.610941e+02          62       0 48.2                 0    66
## 2858           2.190075e+01           7       9 41.1                 0    67
## 2875           0.000000e+00          97     256 17.5                35    97
## 2876           0.000000e+00          95    1000 16.7                35    96
## 2877           0.000000e+00          59    1000 16.0                35    93
## 2878           0.000000e+00          97     578 15.3                36    97
## 2879           0.000000e+00          95     750 14.7                36    96
## 2880           0.000000e+00          88    1000 14.0                35    94
## 2881           0.000000e+00          94    1000 13.4                35    97
## 2882           0.000000e+00          87     352 12.9                35    93
## 2883           0.000000e+00          67      17 12.3                35    92
## 2884           0.000000e+00          93    1000 11.8                35    94
## 2885           0.000000e+00          94     410 11.3                36    94
## 2886           0.000000e+00          94     217  1.9                36    96
## 2887           0.000000e+00          78    1000  1.4                37    96
## 2888           0.000000e+00          NA    1000  1.0                39    92
## 2889           0.000000e+00          NA    1000  9.6                41    96
## 2890           0.000000e+00          NA    1000  9.2                43    96
## 2899           0.000000e+00          79      13 35.1                49    79
## 2904           0.000000e+00          31     890 32.2                61    64
## 2907           0.000000e+00           9       9 23.4                40     9
## 2914           1.536784e+02          87     140 19.7                49     9
## 2919           6.578997e+01          NA     881 17.6                62    85
## 2920           5.404348e+01          NA    1000 17.3                66    85
## 2931           2.981457e+01          72     242 28.2                46    73
## 2932           3.426217e+01          68     212 27.9                45    71
## 2936           0.000000e+00          73     304 26.3                40    73
##      Total.expenditure Diphtheria HIV.AIDS          GDP Population
## 14                7.76         36      0.1    187.84595   21979923
## 17                6.00         99      0.1   3954.22783      28873
## 18                5.88         98      0.1   4575.76379     288914
## 19                5.66         99      0.1   4414.72314     289592
## 20                5.59         99      0.1   4247.61438       2941
## 21                5.71         99      0.1   4437.17868     295195
## 22                5.34         99      0.1    494.35883     291321
## 23                5.79         98      0.1   4114.13655    2927519
## 24                5.87         99      0.1    437.53965    2947314
## 25                6.10         98      0.1    363.13685      29717
## 26                5.86         97      0.1     35.12930    2992547
## 27                6.12         98      0.1    279.14293     311487
## 28                6.38         97      0.1   2416.58824     326939
## 29                6.27         97      0.1    189.68156     339616
## 30                6.30         98      0.1   1453.64278       3511
## 31                6.00         97      0.1   1326.97339      36173
## 32                6.26         97      0.1   1175.78898      38927
## 33                  NA         95      0.1   4132.76292   39871528
## 34                7.21         95      0.1    547.85170   39113313
## 35                7.12         95      0.1   5471.86677   38338562
## 36                6.14         95      0.1   5564.82566   37565847
## 37                5.29         95      0.1   5432.25230   36819558
## 38                5.12         95      0.1   4463.39467   36117637
## 39                5.36         95      0.1   3868.83123    3546576
## 40                4.20         93      0.1    495.25487    3486715
## 41                3.82         95      0.1   3935.18334      34376
## 42                3.36         95      0.1   3464.61790   33777915
## 43                3.24         88      0.1     31.12238   33288437
## 44                3.54         86      0.1   2598.98230    3283196
## 45                3.60         87      0.1    294.33556    3243514
## 46                3.73         86      0.1   1774.33673    3199546
## 47                3.84         89      0.1   1732.85798   31592153
## 48                3.49         86      0.1   1757.17797    3118366
## 63                5.38         38      2.1    526.16874   16983266
## 64                2.79         28      2.0    555.29694    1644924
## 65                  NA         99      0.2  13566.95410         NA
## 66                5.54         99      0.2  12888.29667         NA
## 67                5.33         99      0.2  12224.86416         NA
## 68                5.39         98      0.2  12565.44197         NA
## 69                5.65         99      0.1  11929.34991         NA
## 70                5.63         98      0.1  12126.87614         NA
## 71                4.86         99      0.1   1312.46692         NA
## 72                4.69         99      0.1   1473.31923         NA
## 73                4.27         99      0.1  14252.29452         NA
## 74                4.34         99      0.1  12724.39377         NA
## 75                4.41         99      0.1  11371.93895         NA
## 76                4.21         97      0.1   1352.83740         NA
## 81                  NA         94      0.1  13467.12360   43417765
## 82                4.79         94      0.1  12245.25645   42981515
## 83                4.99         94      0.1  12976.63642   42539925
## 84                5.20         91      0.1  12969.77120    4296739
## 85                5.89         91      0.1  12726.98360   41656879
## 86                6.55         94      0.1   1276.26500   41223889
## 87                7.63         94      0.1   8161.36966     479947
## 88                6.66         93      0.1   8953.35928    4382389
## 89                6.49         91      0.1   7193.61764    3997224
## 90                6.68         91      0.1   5878.76127    3955889
## 91                6.85         98      0.1    576.88383   39145488
## 92                6.84         98      0.1   4251.57435   38728696
## 93                8.22         96      0.1    333.43760    3839379
## 94                8.31         93      0.1   2579.19317    3788937
## 95                9.38         83      0.1    717.69467    3747159
## 96                9.21         83      0.1   7669.27392    3757452
## 97                  NA         94      0.1    369.65478     291695
## 98                4.48         93      0.1   3994.71236      29622
## 99                4.55         95      0.1   3843.59121     289359
## 100               4.48         95      0.1   3684.84810    2881922
## 101               3.71         95      0.1   3526.97814    2875581
## 102               4.56         94      0.1   3218.38166    2877311
## 103               4.55         93      0.1   2993.83253    2888584
## 104               3.80         89      0.1     41.26997      29822
## 105               4.31         88      0.1   3138.88730     293356
## 106               4.58         87      0.1   2158.29900      29585
## 107               5.25          9      0.1   1643.75840    2981259
## 108               5.50         91      0.1   1191.96192       3612
## 109               5.56         94      0.1     93.16616      31786
## 110               5.40         94      0.1    783.26170     333897
## 111               5.94         94      0.1    694.43512      35655
## 112               6.25         93      0.1    622.74275     369588
## 113                 NA         93      0.1  56554.38760   23789338
## 114               9.42         92      0.1  62214.69120    2346694
## 115               9.36         91      0.1  67792.33860   23117353
## 116               9.36         92      0.1  67677.63477   22728254
## 117               9.20         92      0.1  62245.12900     223424
## 118               9.20         92      0.1  51874.84800     223175
## 119               9.50         92      0.1  42742.99898     216917
## 120               8.78         92      0.1  49664.68540     212492
## 121               8.53         92      0.1   4991.98289      28276
## 122               8.49         92      0.1  36118.28381      26979
## 123               8.45         92      0.1   3416.71483      23948
## 124               8.57         92      0.1   3472.37977      21274
## 125               8.32         93      0.1  23465.38559     198954
## 126               8.39         92      0.1    281.81763     196514
## 127               8.18         92      0.1  19517.84168      19413
## 128               8.80          9      0.1   2169.92100      19153
## 129                 NA         93      0.1  43665.94700    8633169
## 130              11.21         98      0.1  51322.63997    8541575
## 131              11.14         95      0.1    554.71532    8479375
## 132              11.17         92      0.1  48333.57273    8429991
## 133               1.94         89      0.1  51126.74139    8391643
## 134              11.17         86      0.1  46657.62900     836344
## 135              11.19         83      0.1  47654.18721    8343323
## 136               1.60         83      0.1  51386.37665    8321496
## 137               1.40         85      0.1  46586.65250    8295487
## 138               1.35         83      0.1    443.99361    8268641
## 139               1.53         86      0.1  38242.42520    8227829
## 140               1.56         83      0.1  36693.42620    8171966
## 141               1.48         84      0.1   3212.93550    8121423
## 142               1.27         83      0.1  26351.37568     881957
## 143               1.12         84      0.1  24489.73553     842293
## 144               1.60         81      0.1  24517.26745     811566
## 145                 NA         96      0.1     55.31382    9649341
## 146               6.40         94      0.1   7891.29978     953579
## 147               5.54         93      0.1   7875.75695     941681
## 148               5.37         89      0.1   7496.33573    9295784
## 149               5.10         87      0.1   7189.69123     917382
## 150               5.33         81      0.1   5842.85784     954332
## 151               5.85         81      0.1    495.29479    8947243
## 152               4.37         81      0.1   5574.63820      87634
## 153               5.10         79      0.1   3851.43787      85813
## 158               4.47         76      0.1    763.73858     817195
## 160               4.67         76      0.1    655.97433       8486
## 161                 NA         95      0.1           NA         NA
## 162               7.74         96      0.1           NA         NA
## 174               5.26         94      0.1           NA         NA
## 177                 NA         98      0.1  22688.87824         NA
## 178               4.98         98      0.1  24983.37920         NA
## 179               4.69         99      0.1    251.18329         NA
## 180               4.37         99      0.1  23649.36661         NA
## 181               3.40         99      0.1   2281.12420         NA
## 182               3.64         99      0.1   2722.13890         NA
## 183               3.79         98      0.1  19356.67236         NA
## 184               3.17         97      0.1   2367.56535         NA
## 185               3.80         97      0.1   2977.11530         NA
## 186               3.80         98      0.1   1937.99549         NA
## 187               3.16         98      0.1  17959.17854         NA
## 188               3.37         98      0.1  15846.47641         NA
## 189               3.74         97      0.1  14221.99259         NA
## 190               3.89         98      0.1   1312.33457         NA
## 191               3.80         99      0.1  12868.21100         NA
## 192               3.51         97      0.1  13636.34668         NA
## 193                 NA         97      0.1    121.15812    1612886
## 194               2.82         97      0.1    184.56543   15945279
## 195               2.88         96      0.1    951.88945  157571292
## 196               3.80         94      0.1    856.34286   15572753
## 197               3.16         96      0.1    835.78934  153911916
## 198               3.60         94      0.1    757.67176   15214912
## 199               2.91         97      0.1    681.12537    1545478
## 200               2.85         96      0.1    615.77754   14885814
## 209                 NA         97      0.1  15557.83810         NA
## 210               7.47         94      0.1  15359.66971         NA
## 211               7.57         91      0.1  15472.78140         NA
## 212               7.43         87      0.1  15384.87490         NA
## 213               6.67         91      0.1  15534.15740         NA
## 214               6.17         86      0.1   1595.91232         NA
## 215               6.21         93      0.1  16523.32388         NA
## 216               6.10         85      0.1   1657.32280         NA
## 217               5.64         93      0.1  16462.48556         NA
## 218               5.27         84      0.1  15646.55910         NA
## 219               5.38         92      0.1  14223.86576         NA
## 220               5.71         93      0.2  12868.86390         NA
## 221               5.82         89      0.4   1228.54470         NA
## 222               5.76         87      0.8  11675.39395         NA
## 223               5.47         84      0.7  11513.87189         NA
## 224               5.16         93      0.9  11568.11110         NA
## 227               6.70         98      0.1   7978.82544    9465997
## 241                 NA         99      0.1   4356.87500   11274196
## 242               1.59         99      0.1  47439.39684     112957
## 243               1.57         99      0.1   4651.38647   11182817
## 244               1.54         99      0.1   4474.57170   11128246
## 245               1.42         98      0.1   4772.77415    1147744
## 246               1.17         98      0.1   4438.23741    1895586
## 247               1.39         98      0.1   4488.56150    1796493
## 248               9.60         99      0.1  48424.58927     179973
## 249               9.25         98      0.1   4443.83131      16257
## 250               9.17         98      0.1  38852.36130    1547958
## 251               9.24         97      0.1  36967.28292    1478617
## 252               9.32         95      0.1  35589.71295    1421137
## 253               9.30         95      0.1   3743.95693    1376133
## 254               8.46         95      0.1   2552.33280    1332785
## 255               8.29         95      0.1  23121.56635     128657
## 256               8.12         95      0.1   2327.45910     125125
## 259               5.79         95      0.2   4688.53844     344181
## 269               4.53         96      1.5   3679.99523      26913
## 271               4.50         96      0.4   3419.27572     254984
## 303               5.91         88      0.1     87.93877       5896
## 310               5.44         91      0.2           NA         NA
## 311               5.76         93      0.2           NA         NA
## 317               5.30         88      0.2           NA         NA
## 321                 NA         82      0.1   4574.97870    3535961
## 322               9.57         86      0.1   5193.94932      35662
## 323               9.46         89      0.1    535.86555     364999
## 324               9.94         92      0.1   4716.67332      36482
## 325               9.71         88      0.1     55.15683    3688865
## 326               9.58         89      0.1   4611.47298     372284
## 327               9.64          9      0.1   4697.89732    3746561
## 328               8.58         91      0.1    575.31664    3763599
## 329               8.37         95      0.1    418.29218       3774
## 330               8.28         87      0.1    344.32170    3779468
## 331               8.50         93      0.1   2968.41186     378153
## 332               9.40         84      0.1    265.64266    3781287
## 333               7.94         87      0.1   2214.73225    3779247
## 334               7.10          8      0.1   1761.53765     377587
## 335               7.16         91      0.1   1524.41222    3771284
## 336               7.90         85      0.1   1461.75520     376676
## 340               6.27         95      4.4    729.23145     289315
## 353                 NA         96      0.1   8757.26220    2596218
## 354               8.32         93      0.1   1226.61731   24213133
## 355               8.48         97      0.1  12216.94460    2248632
## 356               8.26         95      0.1  12291.46685     256983
## 364               7.70         99      0.1   3623.47667  184738458
## 369                 NA         99      0.1   3967.89510         NA
## 370               2.65         99      0.1   4159.86520         NA
## 371               2.61         99      0.1  44597.27968         NA
## 372               2.30         99      0.1  47651.25990         NA
## 373               2.25         97      0.1   4717.27300         NA
## 374               2.73         95      0.1  35268.11170         NA
## 375               2.85         99      0.1  27965.47540         NA
## 376               2.23         98      0.1  37951.28600         NA
## 377               2.32         99      0.1  32672.36717         NA
## 378               2.24         97      0.1    398.96692         NA
## 379               2.62         94      0.1   2612.13345         NA
## 380               3.10         92      0.1  21896.65270         NA
## 381               3.90         92      0.1  18555.56649         NA
## 382               3.40         94      0.1  16846.21980         NA
## 383               3.60         97      0.1  16468.12886         NA
## 384               3.50         99      0.1    188.44826         NA
## 385                 NA         91      0.1   6993.47736    7177991
## 386               8.44         88      0.1   7853.33519    7223938
## 387               7.93         95      0.1   7674.86559    7265115
## 388               7.11         95      0.1   7378.25539     735888
## 389               6.88         95      0.1   7813.83499    7348328
## 390               7.24         94      0.1   6843.26329    7395599
## 395               7.80         96      0.1   3893.68998    7658972
## 399               7.23         94      0.1   1764.97387      89142
## 401                 NA         91      0.6    615.59222    1811624
## 403               5.91         88      0.7    699.45285    1772723
## 410               6.58         86      2.0    422.63324   13829177
## 419               8.30         96      1.0    282.75553      96186
## 422               8.82         96      1.9    231.19433     876693
## 424               7.86         92      2.9    196.24726    8212264
## 434               5.72         76      2.0           NA         NA
## 449                 NA         93      0.2   2954.11947     532913
## 450               4.76         95      0.2   3529.61843     526437
## 451               4.29         93      0.2   3558.79631       5216
## 452               4.61         94      0.3    348.48276     513979
## 453               4.60          9      0.3    367.42945       5867
## 454               4.83         99      0.4   3312.82598      52384
## 455               4.24         99      0.4   3444.55660     496963
## 456               3.96         99      0.4   3638.95946     491723
## 457               4.30         98      0.6   3112.28571     486438
## 458               5.11         96      0.6    234.28992      48795
## 459               4.86         95      0.8    248.13459     474567
## 460               5.60         93      0.8   1976.45856     467664
## 461               5.00         92      0.9   1768.92132      46147
## 462               5.17         91      0.8   1373.51564      45216
## 469               5.64         88      0.3    882.49146   14537886
## 473               3.75         82      0.9    631.67579   13676693
## 486               5.28         84      5.5   1182.86923    1997495
## 491               4.75          8      7.4    952.18725    1742795
## 494               4.86         66      7.8    676.39766    1684886
## 495               4.70         63      7.9    614.67293   15671927
## 497                 NA         91      0.1  43315.74400    3584861
## 498               1.45         91      0.1    544.43376   35544564
## 499               1.67         91      0.1  52413.72116   35155451
## 500               1.78         95      0.1  52496.69487    3475545
## 501               1.82         87      0.1   5282.21760    3434278
## 502              11.20         89      0.1  47447.47620     345274
## 503              11.17         91      0.1   4773.45436   33628571
## 504               1.30         92      0.1  46596.33599   33245773
## 505               9.83         94      0.1  44544.52680   32887928
## 506               9.75         95      0.1   4386.69948     325755
## 507               9.57         93      0.1  36189.58838      32312
## 508               9.56         91      0.1  31979.87195      31995
## 509               9.54         91      0.1  28172.14883      31676
## 510               9.37         88      0.1  24167.84310      31362
## 511               9.10         89      0.1  23691.59472      31819
## 512               8.67         89      0.1  24124.16917      37697
## 522               3.99         51     10.0    347.67368     421758
## 525               4.31         47     12.8    286.25819    3981665
## 526               4.16         44     13.4    253.76834     397612
## 527               3.95          4     13.9    243.15865     383223
## 528               4.24         37     14.3    243.54293    3754986
## 535               3.31         24      4.4     84.45594    1152786
## 539               3.91         25      5.2     66.24214       1679
## 540               5.72         21      5.2    454.67659      97143
## 541               5.49         23      5.1    292.59144     935321
## 542               8.33         25      5.0     22.85482      91689
## 543               6.90         26      4.8    197.31564     866312
## 544               6.28         36      4.6    166.23179    8342559
## 545                 NA         96      0.1  13653.22640   17762681
## 546               7.79         95      0.1  14817.37778   17613798
## 547               7.53         91      0.1  15941.39722   17462982
## 548               7.24          9      0.1  15431.92930    1739746
## 549               7.00         94      0.1   1475.69242   17153357
## 550               6.97         92      0.1   1286.17764   16993354
## 551               7.39         94      0.1   1243.32824   16829442
## 552               6.87         95      0.1   1781.36680   16661942
## 553               6.35         96      0.1   1526.87746   16491687
## 554               6.18         94      0.1   9484.68123   16319792
## 555               6.69         91      0.1   7615.34680    1614764
## 556               6.93         93      0.1    621.82832   15973778
## 557               7.34         96      0.1   4787.69953   15799542
## 558               6.48         97      0.1   4463.54587   15623635
## 559               6.51         97      0.1   4595.66633   15444969
## 560               6.40         91      0.1    511.36848   15262754
## 561                 NA         99      0.1    869.21194     137122
## 562               5.55         99      0.1   7683.52380     136427
## 563               5.39         99      0.1    777.77594     135738
## 564               5.26         99      0.1   6337.88299     135695
## 565               5.30         99      0.1   5633.79616     134413
## 566               4.89         99      0.1    456.51249     133775
## 567               5.80         99      0.1   3838.43429     133126
## 568               4.59         97      0.1   3471.24755    1324655
## 569               4.32         93      0.1   2695.36622    1317885
## 570               4.52         93      0.1    299.22968      13112
## 571               4.66         87      0.1   1753.41780      13372
## 572               4.72         87      0.1    158.66846     129675
## 573               4.82         86      0.1   1288.64292      12884
## 574               4.79         86      0.1   1148.58570       1284
## 575               4.56         86      0.1    153.18240     127185
## 576               4.60         85      0.1    959.37218    1262645
## 577                 NA         91      0.1    644.52556   48228697
## 578               7.20          9      0.1   7913.38343   47791911
## 579               6.84         91      0.1     83.58630   47342981
## 580               6.93         91      0.1   7884.98443   46881475
## 581               6.64         85      0.1   7227.73968    4646646
## 582               6.76         88      0.1    625.65544    4591897
## 583               7.10         92      0.1   5148.42211   45416181
## 584               6.62         92      0.1   5433.72450    4491544
## 585               6.25         93      0.1   4674.21961   44374572
## 586               6.11         93      0.1    379.78776   43835722
## 587               5.82         93      0.1   3386.25600   43285634
## 588               5.37         89      0.1    274.24944   42724163
## 589               5.92         92      0.1   2246.25747   42152151
## 594               6.75         87      0.8    852.95438     759385
## 620               2.56         67      6.3           NA         NA
## 626                 NA         92      0.1   1146.36273     487852
## 627               9.31         91      0.1   1647.44179    4757575
## 628               9.47         95      0.1   1569.66631      47641
## 629               9.56         91      0.1   9985.36959    4654122
## 630               9.73         85      0.1   9186.59639      46474
## 631               9.66         88      0.1   8199.41462     454528
## 632               9.69         86      0.1    689.39622    4488263
## 633               9.10          9      0.1   6911.13614     442958
## 634               8.37         89      0.1    612.62342    4369469
## 635               7.82         89      0.1   5245.18737     438794
## 636               7.74         91      0.1   4697.11135    4247841
## 637               7.80          9      0.1   4425.57467     418738
## 638               8.45         88      0.1   4167.71417    4125971
## 639               8.23         94      0.1    462.14965      46324
## 640               7.25         91      0.1   3981.52847    3996798
## 641               7.12         88      0.1    388.36369    3925443
## 642                 NA         94      0.1  11579.66740      42364
## 643               7.80         95      0.1  13467.46827    4238389
## 644               7.83         96      0.1  13574.74900    4255689
## 645               7.80         96      0.1  13235.97757    4267558
## 646               7.80         96      0.1  14539.18421     428622
## 647               8.25         97      0.1   1355.74586    4417781
## 648               8.18         96      0.1  14157.14416     442978
## 649               7.70         96      0.1  15893.86560     443458
## 650               7.44         96      0.1  13546.69872       4436
## 651               6.95         96      0.1  11363.41845        444
## 652               6.89         96      0.1   1224.24590       4442
## 653               6.56         96      0.1   9365.74247       4439
## 654               6.35         94      0.1    785.88142        444
## 655               6.19         95      0.1    653.71637        444
## 656               7.16         94      0.1   5245.42142        444
## 657               7.66         93      0.1   4919.62869       4426
## 658                 NA         99      0.1    762.26122         NA
## 659              11.60         99      0.1     75.51990         NA
## 660               9.48         99      0.1    676.15344         NA
## 661               8.59         99      0.1   6425.94112         NA
## 662               1.60         97      0.1    675.92436         NA
## 663               1.19         96      0.1   5676.14143         NA
## 664              11.78         96      0.1   5484.77630         NA
## 665               1.79         95      0.1   5376.44762         NA
## 666               1.42         93      0.1   5184.49423         NA
## 667               7.67         89      0.1   4669.69160         NA
## 668               9.39         89      0.1   3779.57700         NA
## 669               6.14         88      0.1    339.71626         NA
## 670               6.31         72      0.1   3192.66938         NA
## 671               6.50         99      0.1   2994.33999         NA
## 672               6.27         98      0.1   2832.18889         NA
## 673               6.70         95      0.1   2741.11542         NA
## 674                 NA         97      0.1   2375.11270     116985
## 675               7.37         99      0.1   2734.88382     115239
## 676               7.46         99      0.1   2797.96736    1143896
## 677               7.44         99      0.1  28951.15556     113562
## 678               7.54         99      0.1  32233.83942    1124835
## 679               7.23         99      0.1   3818.46396     111267
## 680               7.40         99      0.1   3215.81590      19876
## 681               6.89         97      0.1   3539.74880     181563
## 682               6.50         97      0.1  31386.63265     163712
## 683               6.28         97      0.1  27169.99256      14559
## 684               6.37         98      0.1  25324.48666     127658
## 685               6.42         98      0.1  23932.49128       1141
## 686               6.83         98      0.1   2293.47890     993563
## 687               6.12         98      0.1  16372.29152     976966
## 688               5.78         97      0.1   1562.92433      96282
## 689               5.77         97      0.1  14672.88260     943286
## 690                 NA         97      0.1           NA         NA
## 691               7.41         97      0.1           NA         NA
## 692               7.49         98      0.1           NA         NA
## 693               7.55         99      0.1           NA         NA
## 694               7.50         99      0.1           NA         NA
## 695               7.43         99      0.1           NA         NA
## 696               7.85         99      0.1           NA         NA
## 697               6.82         99      0.1           NA         NA
## 698               6.52         99      0.1           NA         NA
## 699               6.69         98      0.1           NA         NA
## 700               6.93         97      0.1           NA         NA
## 701               6.90         98      0.1           NA         NA
## 702               7.13         97      0.1           NA         NA
## 703               6.80         98      0.1           NA         NA
## 704               6.42         98      0.1           NA         NA
## 705               6.31         98      0.1           NA         NA
## 706                 NA         96      0.1           NA         NA
## 707                 NA         93      0.1           NA         NA
## 708                 NA         93      0.1           NA         NA
## 709                 NA         96      0.1           NA         NA
## 731               3.39         62      2.0           NA         NA
## 736               2.67          3      2.4           NA         NA
## 738                 NA         93      0.1   5314.64416    5683483
## 739               1.80         94      0.1  62425.53920    5643475
## 740              11.25         94      0.1  61191.19263    5614932
## 741               1.98         94      0.1   5857.52100    5591572
## 742               1.87         91      0.1  61753.66700     557572
## 743              11.80          9      0.1   5841.41122    5547683
## 744              11.47         89      0.1  58163.29359     552395
## 745               1.18         88      0.1  64322.66640    5493621
## 746               9.99         87      0.1  58487.45100    5461438
## 747               9.92         93      0.1   5226.99311    5437272
## 748               9.77         93      0.1  48799.82370    5419432
## 749               9.67         95      0.1  46511.64570     544523
## 750               9.51         96      0.1   4458.77640     539574
## 751               9.33         98      0.1  33228.69291    5375931
## 752               9.10         97      0.1   3751.64946    5358783
## 753               8.70         97      0.1   3743.55917    5339616
## 763               7.50         72      3.7    965.66938      79628
## 775               4.22         84      0.7   5759.64300      12795
## 781               4.26         87      2.0   3681.59930    9237566
## 783               5.53         79      2.3   2372.62883     896776
## 787                 NA         78      0.1    625.62224   16144368
## 788               9.16         83      0.1   6432.21654    1593112
## 789               7.29         87      0.1    674.98290   15661547
## 790               6.48         87      0.1    572.14313   15419666
## 791               5.92         88      0.1   5223.35176   15177355
## 792               5.90         91      0.1   4657.32361    1493469
## 793               5.58         94      0.1   4255.56571   14691275
## 794               5.66         96      0.1   4274.95265   14447562
## 795               5.94         96      0.2    359.71886    1425453
## 796               5.86         96      0.3    335.78654    1396748
## 798               6.22         88      0.3    278.55789    1359647
## 825               6.83         91      0.3   3366.48213    6137276
## 827               6.32         99      0.3    334.83817     683475
## 831               7.61         94      0.3   2519.73739    5971535
## 832               7.90         81      0.4    248.41250      59433
## 835                 NA         16      4.2   1347.31257    1175389
## 836               3.80          2      4.4    192.59733    1129424
## 841               5.32         43      7.3   1653.29370      99111
## 861               2.97         96      1.6    276.75896      39697
## 867                 NA         93      0.1   1774.92910     131547
## 868               6.38         93      0.1  19941.45532    1314545
## 869               6.48         94      0.1   1929.77460    1317997
## 870               6.36         94      0.1  17421.89220    1322696
## 871               5.83         93      0.1  17454.84342    1327439
## 872               6.25         94      0.1  14638.64820    1331475
## 891               4.69          5      2.8    243.32682       8149
## 900               4.49         99      0.1    546.37280      88586
## 904               4.23         99      0.1   3651.96678      85995
## 905               4.26         99      0.1   3369.48247     851967
## 906               3.68         99      0.1   4177.65779      84334
## 907               3.74         99      0.1    478.82327     834812
## 911               3.35         94      0.1   2835.97397     816628
## 912               3.48         93      0.1   2259.55796     815691
## 915                 NA         97      0.1   4245.39744    5479531
## 916               9.68         98      0.1  49914.61864    5461512
## 917               9.55         98      0.1  49638.77130    5438972
## 918               9.30         99      0.1  47415.55987    5413971
## 919               9.10         99      0.1    579.72415    5388272
## 920               9.50         99      0.1   4622.41516    5363352
## 921               9.20         99      0.1   4717.15571    5338871
## 922               8.35         99      0.1   5341.31487    5313399
## 923               8.90         99      0.1  48288.54910     528872
## 924               8.38         97      0.1   4112.67651    5266268
## 925               8.43         97      0.1  38969.17163     524696
## 926               8.21         98      0.1  37636.11173    5228172
## 927               8.15         98      0.1  32816.16880     521314
## 928               7.81         98      0.1  26834.26250      52598
## 929               7.43         98      0.1  24913.24452      51888
## 930               7.22         99      0.1  24253.25420     517629
## 931                 NA         98      0.1  36526.77110    6662468
## 932              11.54         98      0.1  42955.24287   66331957
## 933              11.56         99      0.1  42554.12250    6599857
## 934              11.44         99      0.1   4838.24440    6565979
## 935              11.33         99      0.1   4381.28800   65342776
## 936              11.20         99      0.1    473.34279    6527512
## 937              11.28         98      0.1  41631.13141     647744
## 938               1.57         98      0.1  45413.65710    6437499
## 939               1.45         98      0.1    416.58397    6416229
## 940               1.53         99      0.1  36544.58530   63621376
## 941               1.60         98      0.1  34879.72633   63179356
## 942               1.53         98      0.1  33874.74255    6274897
## 943               1.43         97      0.1  29691.18158   62244884
## 944               1.22         97      0.1  24275.24260    6185267
## 945               9.89         97      0.1  22527.31775   61357431
## 946               9.77         97      0.1  22465.64184    6912498
## 953               3.43         76      8.0    763.66223    1586754
## 957               2.76         45     10.9   6741.29395     143126
## 959               3.48         45     11.0   4892.11618    1328146
## 961               3.23         45     10.1   3976.14887    1262259
## 977               3.71         87      2.3           NA         NA
## 978               3.61          8      2.0           NA         NA
## 979                 NA         94      0.1   3764.64912      37171
## 980               7.42         91      0.1   4429.65750       3727
## 981               7.25         93      0.1   4274.37686       3776
## 982               8.57         92      0.1   4142.86917       3825
## 983               9.38         94      0.1   3725.63221       3875
## 984               1.50         92      0.1   2964.47734       3926
## 985               1.19         88      0.1    276.58851       3978
## 986               8.99         92      0.1   3174.94910         43
## 987               8.17         98      0.1   2492.12878        482
## 988               8.39         88      0.1   1872.68416       4136
## 989               8.60         82      0.1    153.57521        419
## 990               8.53         78      0.1    127.36723       4245
## 991               8.49         75      0.1    928.18227        431
## 992               8.72         84      0.1    779.38459       4357
## 993               7.82         87      0.1    733.97414      43864
## 994               6.94          8      0.1    691.99771      44183
## 995                 NA         95      0.1  41176.88158   81686611
## 996              11.30         95      0.1   4792.65288      89825
## 997              11.16         95      0.1   4653.91143     864565
## 998               1.99         95      0.1   4465.24891    8425823
## 999               1.93         95      0.1   4681.32796    8274983
## 1000             11.25         95      0.1  41785.55691    8177693
## 1001             11.40         96      0.1  41732.77250     819237
## 1002              1.39         96      0.1  45699.19832     821197
## 1003              1.18         96      0.1  41814.81910   82266372
## 1004              1.34         96      0.1  36447.87232   82376451
## 1005              1.52         96      0.1  34696.62920   82469422
## 1006              1.37         96      0.1  34165.93430    8251626
## 1007              1.62         97      0.1   3359.95215   82534176
## 1008              1.40         93      0.1   2525.16445   82488495
## 1009              1.15         93      0.1  23687.31689   82349925
## 1010              1.10          9      0.1  23718.74670    8221158
## 1019              5.30         94      2.6     19.68672     227212
## 1022              3.96          8      3.2    423.19364    2986536
## 1023              3.12          8      3.4    373.28155    2446782
## 1024              3.70         78      3.5     39.48447   19924522
## 1025              3.56         79      3.5    273.65967    1942165
## 1026              3.00         88      3.6    263.11247   18938762
## 1027                NA         99      0.1    187.78991     182883
## 1028              8.80         99      0.1  21673.78170    1892413
## 1029              9.26         99      0.1  21874.81950    1965211
## 1030              9.24         99      0.1  22242.68193     114511
## 1031              9.77         99      0.1  25916.29353    1114899
## 1032              9.18         99      0.1  26917.75898   11121341
## 1033              9.76         99      0.1   2971.97300     111717
## 1034              9.76         99      0.1  31997.28210    1177841
## 1035              9.41         99      0.1  28827.32636    1148473
## 1036              9.34         98      0.1   2481.15781     112362
## 1037              9.36         96      0.1  22551.73574    1987314
## 1038              8.30         95      0.1  21955.14900    1955141
## 1039              8.61         94      0.1  18477.57841      19287
## 1040              8.72         92      0.1   1411.31339      19222
## 1041              8.47         91      0.1  12538.17883    1862132
## 1042              7.60         89      0.1   1242.95373      18588
## 1043                NA         92      0.1   9212.19282         NA
## 1044              6.10         97      0.1   8569.77700         NA
## 1045              6.15         97      0.1   7955.61599         NA
## 1046              6.36         97      0.1   7583.18720         NA
## 1047              6.35         95      0.1    741.48438         NA
## 1066              6.65         95      0.4   2794.22189     146366
## 1068              7.70         89      0.4   2256.56724     133978
## 1069              6.79         87      0.4    277.83438     139628
## 1070              6.77         87      0.4   1872.73783   12796925
## 1071              6.88         84      0.4   1753.34947     125478
## 1072              6.71         82      0.3    171.77149    1228848
## 1079              4.73         63      2.0    459.29120     113517
## 1082              3.21          6      2.3    437.44672    1323142
## 1083              3.80         63      2.4     49.45678     196727
## 1099              6.10         74      5.7    481.69498    1445958
## 1100              5.87         71      5.6    418.94454    1412669
## 1101              5.72         68      5.4    424.95346     138838
## 1102              5.41         64      5.0    393.31382     135345
## 1103              5.62          6      4.6     36.57186     132122
## 1104              5.84         57      4.1    321.48132    1293523
## 1105              5.40         53      3.6     39.48675    1267512
## 1106              4.94         49      3.1    297.75194    1243229
## 1110              6.57         97      0.3   3785.93566      75391
## 1116              4.67         93      1.1   1945.63950      74961
## 1123                NA          6      0.5    814.54640     171161
## 1132              5.70          6      3.3     55.47626     949457
## 1133              4.41          6      3.9    465.31188     926344
## 1134              5.61         55      4.3    387.94297    9119178
## 1135              5.32         53      4.6    329.78295    8976552
## 1136              5.47         48      4.8    393.16327    8834733
## 1137              5.63         45      5.0    413.73832    8692567
## 1138              6.60         41      5.1    462.48652      85492
## 1139                NA         97      0.3   2326.15856     896829
## 1140              8.72         97      0.3   2242.71191     889216
## 1141              9.15         97      0.4   2136.77395    8657785
## 1147              7.89         94      0.7   1592.57218     777972
## 1155                NA         99      0.1  12365.62630     984328
## 1156              7.40         99      0.1  14117.97668    9866468
## 1157              7.53         99      0.1  13613.61470     989382
## 1158              7.74         99      0.1  12834.32349     992362
## 1159              7.84         99      0.1   1448.87958    9971727
## 1166              8.80         99      0.1   1259.52660     117146
## 1171                NA         92      0.1   5734.44360      33815
## 1172              8.86          9      0.1  52473.11356     327386
## 1173              8.75         91      0.1   4781.38880     323764
## 1174              8.68         89      0.1  44333.85180      32716
## 1175              8.65         95      0.1     46.21700      31914
## 1176              8.86         96      0.1  41676.44527      31841
## 1177              9.12         96      0.1   4461.89251     318499
## 1178              8.80         98      0.1  55575.29196     317414
## 1179              8.75         97      0.1  68348.31817     311566
## 1180              8.96         97      0.1   5613.54115      33782
## 1181              9.21         95      0.1  56249.75550     296734
## 1182              9.59         99      0.1  46917.27216      29274
## 1183              1.70         97      0.1   3944.99900     289521
## 1184              9.86         95      0.1  31996.21720     287523
## 1185              9.12         92      0.1  28585.92540     284968
## 1186              9.28         98      0.1  31813.37344      28125
## 1190              4.39         82      0.2   1446.98541  126365852
## 1193              4.38         74      0.2     19.31777  121427132
## 1194              4.34          7      0.3    991.48463  119714696
## 1195              4.23         64      0.3    118.16637 1179681239
## 1196              4.25         65      0.3    792.25970 1161977719
## 1211              3.10         73      0.2   1855.93915  232989141
## 1213              2.79         72      0.1    126.92883   22671273
## 1219                NA         98      0.1           NA         NA
## 1220              6.89         99      0.1           NA         NA
## 1221              6.49         98      0.1           NA         NA
## 1222              6.98         99      0.1           NA         NA
## 1223              7.12         99      0.1           NA         NA
## 1224              8.20         99      0.1           NA         NA
## 1225              7.63         99      0.1           NA         NA
## 1226              6.28         99      0.1           NA         NA
## 1227              5.84         99      0.1           NA         NA
## 1228              5.95         98      0.1           NA         NA
## 1229              6.60         95      0.1           NA         NA
## 1230              5.89         99      0.1           NA         NA
## 1232              5.39         99      0.1           NA         NA
## 1233              5.20         96      0.1           NA         NA
## 1234              4.47         99      0.1           NA         NA
## 1237              5.92         68      0.1   6925.22446   33883145
## 1238              5.26         69      0.1   6651.12242   32776571
## 1239              3.32         79      0.1   5854.61450    3172753
## 1240              3.82         74      0.1    452.74948     376271
## 1241              4.65         78      0.1   3735.14484   29894652
## 1245              4.13         65      0.1   1849.63911     278426
## 1246              5.61         74      0.1   1391.81692    2631669
## 1248                NA         77      0.1           NA   24939299
## 1249                NA         78      0.1           NA   24251649
## 1250                NA          8      0.1           NA   23565413
## 1251                NA         95      0.1   6664.14400    4676835
## 1252              7.78         96      0.1   5553.32623    4617225
## 1253              8.10         96      0.1   5234.76736    4598294
## 1254              8.32         95      0.1  49231.36254    4586897
## 1255              8.15         95      0.1  52567.52568    4576794
## 1256              8.76         94      0.1  48538.58776     456155
## 1257              9.53         94      0.1  51983.78892    4535375
## 1258              8.64         93      0.1  61235.41500    4489544
## 1259              7.57         92      0.1  61388.17457    4398942
## 1260              7.22         91      0.1  54326.97130    4273591
## 1261              7.27          9      0.1   5886.82789    4159914
## 1262              7.34         89      0.1  47631.63770      47262
## 1263              7.50         86      0.1   4117.15532    3996521
## 1264              6.85         83      0.1  32539.19370    3931947
## 1265              6.60         84      0.1  28223.55528    3866243
## 1266              6.30         86      0.1  26241.91883     385174
## 1267                NA         95      0.1  35729.37253       8381
## 1268              7.81         95      0.1  37582.84624      82157
## 1269              7.89         96      0.1  36393.66932       8595
## 1270              7.73         94      0.1  32569.59683       7915
## 1271              7.39         94      0.1  33657.15727      77658
## 1272              7.36         95      0.1   3661.99400      76236
## 1273              7.46         96      0.1  27795.87671      74856
## 1274              7.33         94      0.1  29657.44210       7388
## 1275              7.37         95      0.1    258.63700       7181
## 1276              7.38         95      0.1   2195.17690       7537
## 1277              7.44         93      0.1   2611.17931       6931
## 1278              7.35         95      0.1  19888.17200        689
## 1279              7.44         93      0.1  18946.99942      66897
## 1280              7.49          9      0.1  18431.15696        657
## 1281              7.61         92      0.1    236.19646       6439
## 1282              7.13         93      0.1   2152.14320       6289
## 1283                NA         93      0.1    349.14755     673582
## 1284              9.25         95      0.1  35396.66517     678914
## 1285              9.22         96      0.1   3537.27441    6233948
## 1286              9.28         97      0.1  34814.12436   59539717
## 1287              9.27         96      0.1  38334.68477   59379449
## 1288              9.42         96      0.1  35849.37364   59277417
## 1289              9.41         96      0.1  36976.84512    5995365
## 1290              8.89         96      0.1    464.18465   58826731
## 1291              8.48         97      0.1  37698.78573    5843831
## 1292              8.82         96      0.1   3341.74820   58143979
## 1293              8.71         95      0.1  31959.26215   57969484
## 1294              8.49         94      0.1  31174.56118   57685327
## 1295              8.17         96      0.1  27387.22580    5731323
## 1296              8.23         93      0.1  22196.57360      57597
## 1297              8.11         93      0.1     24.81900     569741
## 1298              7.91         87      0.1    251.24260    5694218
## 1299                NA         91      0.5   4965.98986    2871934
## 1300              5.36         92      0.5   4855.74379     286287
## 1301              5.91         93      0.6     56.14495     285187
## 1302              5.66         96      0.5    521.33363     284992
## 1303              5.21         92      0.6    513.54949    2829493
## 1304              5.30         94      0.5   4682.72842     281721
## 1305              5.16          9      0.6   4293.38327      28482
## 1306              5.40         91      0.4    492.49238     279122
## 1307              4.87         92      0.9    462.51791    2775467
## 1308              4.22         95      1.5   4313.16820     276279
## 1315                NA         96      0.1  34474.13736     127141
## 1316              1.23         96      0.1   3896.21151     127276
## 1317              1.25         96      0.1   4454.44746     127445
## 1318              1.17         97      0.1   4863.47665     127629
## 1319              1.70         97      0.1  48167.99727     127833
## 1320              9.58         97      0.1   4457.67639       1287
## 1321              9.51         97      0.1   4855.17564      12847
## 1322              8.60         98      0.1  39339.29757      12863
## 1323              8.25         98      0.1  35275.22843       1281
## 1324              8.19         98      0.1  35433.98896     127854
## 1325              8.18         98      0.1  37217.64873     127773
## 1326              8.30         99      0.1  37688.72234     127761
## 1327              8.00         97      0.1   3488.39920     127718
## 1328              7.85         96      0.1  32289.35540     127445
## 1329              7.75         95      0.1  33846.46564     127149
## 1330              7.53         85      0.1  38532.48800     126843
## 1331                NA         99      0.1    496.99275     915932
## 1332              7.45         98      0.1    466.94775      88936
## 1333              7.23         98      0.1   3992.86717    8413464
## 1334              8.00         98      0.1    387.75321    7992573
## 1335              8.39         98      0.1    387.32414    7574943
## 1336              8.42         98      0.1   3679.19275     718239
## 1337              9.54         98      0.1   3492.13960    6821116
## 1338              8.78         97      0.1   3385.69665    6489822
## 1339              8.35         98      0.1   2762.86354    6193191
## 1340              8.80         98      0.1   2537.34900    5934232
## 1341              8.88         95      0.1    223.83787    5714111
## 1342              9.50         95      0.1    261.45688    5535595
## 1343              9.15         97      0.1   1889.21396    5396774
## 1344              9.68         95      0.1   1812.28837    5287488
## 1345              9.90         99      0.1   1728.26590    5193482
## 1346              9.65         91      0.1   1657.88926      51313
## 1348              4.36         95      0.1   1286.56511   17289224
## 1349              4.30         98      0.1   1389.85610    1735275
## 1380              1.21         75      0.1   1684.54274      11458
## 1381              1.15         95      0.1   1724.36174      18535
## 1382              1.37         94      0.1   1763.81550      16613
## 1383              1.42         99      0.1   1692.61328      14656
## 1384              1.52         91      0.1   1493.16510      12652
## 1385             12.24         86      0.1   1297.28514       1568
## 1386             12.23         82      0.1   1413.32340       9844
## 1395                NA         99      0.1  28975.41800         NA
## 1396              3.40         95      0.1  42996.48120         NA
## 1397              2.56         99      0.1  48399.95810         NA
## 1398              2.57         98      0.1  51264.71340         NA
## 1399              2.62         99      0.1  48268.59120         NA
## 1400              2.76         98      0.1  38497.61696         NA
## 1401              3.87         99      0.1  37567.31210         NA
## 1402              1.93         99      0.1  55571.99860         NA
## 1403              2.13         99      0.1  45793.97614         NA
## 1404              2.25         99      0.1  42717.55725         NA
## 1405              2.38         99      0.1   3549.26132         NA
## 1406              2.76         98      0.1  26921.82780         NA
## 1407              3.23         99      0.1   2271.56961         NA
## 1408              3.56         99      0.1  17789.41981         NA
## 1409              3.61         99      0.1   1654.96761         NA
## 1410              2.51         98      0.1  18389.38433         NA
## 1412              6.48         96      0.1           NA         NA
## 1414              6.97         96      0.1           NA         NA
## 1417              6.79         95      0.1           NA         NA
## 1429              2.00         87      0.3           NA         NA
## 1430              2.12         79      0.3           NA         NA
## 1436              4.14         57      0.2           NA         NA
## 1448              6.55         92      0.1  11326.21947     297555
## 1454              6.51         99      0.1   6351.81250    2263122
## 1455              6.15         98      0.1   5134.95694    2287955
## 1459                NA         81      0.1    846.63285    5851479
## 1460              6.39         81      0.1   8161.46140     563279
## 1461              6.63         81      0.1    846.28515     527612
## 1462              6.99         81      0.1   8787.94668     491644
## 1463              7.12         81      0.1   8734.96530    4588368
## 1464              7.19         81      0.1   8763.82627    4337141
## 1465              7.42         81      0.1     84.26888    4183156
## 1466              8.70         81      0.1    712.77576     411147
## 1467              8.90          8      0.1    614.27112     486466
## 1468              8.83         78      0.1   5372.65899      45735
## 1469              8.42         77      0.1   5339.44129    3986852
## 1470              8.91         75      0.1   5424.22356    3863267
## 1471              9.30         74      0.1   5425.66970     371464
## 1472              1.50         77      0.1   5436.59522    3522837
## 1473              1.90          8      0.1   5253.12260    3359859
## 1474              1.86         83      0.1   5334.93329    3235366
## 1479             11.79         96     10.5   1352.38433     264166
## 1500              1.90          6      3.0    178.92799    3375838
## 1503              3.44         35      3.2    133.49452    3116233
## 1506              5.91         46      3.1    183.41500    2884522
## 1507                NA         97      0.1           NA         NA
## 1508              4.97         94      0.1           NA         NA
## 1509              4.33         96      0.1           NA         NA
## 1510              4.30         98      0.1           NA         NA
## 1512              3.50         98      0.1   1212.56217         NA
## 1513              3.16         98      0.1   1296.97353         NA
## 1514              2.40         98      0.1  14396.48650         NA
## 1515              2.63         98      0.1   1138.56661         NA
## 1516              2.51         98      0.1   9344.98752         NA
## 1517              2.71         98      0.1   8171.36165         NA
## 1518              3.46         97      0.1    586.83640         NA
## 1519              4.60         95      0.1   4676.96753         NA
## 1520              4.57         93      0.1    375.44264         NA
## 1521              4.60         94      0.1   6269.58123         NA
## 1522              3.41         94      0.1   7145.62849         NA
## 1527              6.86         92      0.1  14357.73679     328115
## 1531              6.22         95      0.1  12297.91535    3231294
## 1534              5.67         94      0.1    676.96700     337775
## 1535              6.46         94      0.1    555.53567    3415213
## 1536              6.40         95      0.1   4146.98793     344367
## 1537              6.26         95      0.1    353.14734     347818
## 1538              6.46         94      0.1   3297.35471    3499536
## 1539                NA         99      0.1   1199.82230      56964
## 1540              6.94         99      0.1 119172.74180     556319
## 1541              7.10         99      0.1 113751.85000      54336
## 1542              7.18         99      0.1  16749.13600      53946
## 1543              7.34         99      0.1 115761.57700     518347
## 1544              7.68         99      0.1  14965.36100      56953
## 1545              8.11         99      0.1  13198.66930     497783
## 1546              7.34         99      0.1 114293.84330      48865
## 1547              6.80         99      0.1   1618.49280     479993
## 1548              7.75         99      0.1  89739.71170     472637
## 1549              7.95         99      0.1   8289.69641     465158
## 1550              8.20         99      0.1  75716.35180      45895
## 1551              7.67         98      0.1  65445.88530      45163
## 1552              8.27         99      0.1   5293.64115     446175
## 1553              7.40         99      0.1  48179.42850     441525
## 1554              7.48         99      0.1  48735.99549       4363
## 1555                NA         69      0.3     41.85760    2423488
## 1557              4.15         74      0.4    461.72372   22961146
## 1574             12.60         96      8.3    374.51882     169735
## 1581              8.20         93     22.4     28.36738    1339711
## 1584              4.82         64     24.7     29.97990    1213711
## 1587                NA         99      0.1   9643.64468    3723155
## 1588              4.17         97      0.1  11183.96191     322817
## 1589              4.20         97      0.1   1882.27842    2976724
## 1590              4.10         97      0.1   1779.49641    2917456
## 1591              3.89         96      0.1    145.12620   28635128
## 1592              3.99         96      0.1    971.35699   28112289
## 1593              3.97         97      0.1   7326.74443    2765383
## 1594              3.47         97      0.1   8513.62954    2711169
## 1595              3.61         97      0.1   7269.17114   26625845
## 1596              3.65         95      0.1   6222.98296   26143566
## 1597              3.29         96      0.1   5593.82300   25659393
## 1598              3.74         95      0.1   4955.47774    2517419
## 1599              3.95         96      0.1   4463.67589    2468873
## 1600              3.40         94      0.1   4167.36439   24198811
## 1601              3.40         96      0.1   3915.11546    2369897
## 1602              3.40         98      0.1    445.17471    2318568
## 1603                NA         99      0.1   8395.78520      49163
## 1604             13.73         99      0.1   7716.24150         41
## 1605             11.16         99      0.1   7112.33575        393
## 1606              9.16         99      0.1   6541.74650        385
## 1607              8.11         96      0.1   6497.55443        377
## 1608              7.93         96      0.1    633.79498        367
## 1609              9.22         98      0.1    597.16590         36
## 1610              9.30         98      0.1   5828.62137        362
## 1611              6.64         98      0.1     52.86228        349
## 1612              7.37         98      0.1   4428.52290        333
## 1613              9.52         98      0.1   3488.49377        321
## 1614              5.89         96      0.1   3853.33348        312
## 1615              5.90         98      0.1   3432.24784         34
## 1616              5.78         98      0.1     32.37239        297
## 1617              5.84         98      0.1    298.67598        292
## 1618              8.00         98      0.1   2182.99711        286
## 1622              6.47         66      1.5    777.34769      16667
## 1629              6.34         77      1.9    487.94256   12798763
## 1632              6.32         61      2.3    334.22416   11638929
## 1633              6.39         49      2.4     36.84732   11293258
## 1634              6.29         43      2.5    269.34838     196769
## 1635                NA         97      0.1  23819.46360     431874
## 1636              9.75         99      0.1   2618.92599     427364
## 1637              9.89         99      0.1   2393.18880     423374
## 1638              9.95         99      0.1   2193.88360     419455
## 1639              9.60         96      0.1  22821.84700     416268
## 1640              8.30         76      0.1   2187.79469      41458
## 1641              8.33         73      0.1   2675.58259     412477
## 1642              8.15         72      0.1  21928.76700      49379
## 1643              8.36         74      0.1  19375.56960      46724
## 1644              8.93         85      0.1  16671.56720       4538
## 1645              8.83         92      0.1  15835.34667      43834
## 1646              8.46         89      0.1   1519.54970      41268
## 1647              8.60         94      0.1  13689.98999     398582
## 1648              7.86         95      0.1  11843.93920     395969
## 1649              7.11         95      0.1   1121.78636      39328
## 1650              6.83         94      0.1   1139.56510       3987
## 1652                NA         73      0.9   1158.25647    4182341
## 1653              3.77         84      0.9   1326.66882      46392
## 1654              3.63          8      1.1    145.57838     394617
## 1655              3.36          8      1.2   1364.28374     383239
## 1667              5.26         51      1.1    477.47612     279359
## 1668                NA         97      0.1   9252.11724     126265
## 1669              4.81         97      0.1   1153.93822     126934
## 1670              4.82         98      0.1   9637.26500    1258653
## 1684                NA         87      0.1   9143.12849   12589949
## 1685              6.30         87      0.1   1452.27766    1242216
## 1686              6.30         83      0.1   1298.86766  122535969
## 1687              6.21         99      0.1    982.53257    1282837
## 1688              6.40         97      0.1   9834.47269     119917
## 1689              6.39         95      0.1   8959.58142  117318941
## 1690              6.60         95      0.1   7748.12331   11555228
## 1691              6.60         96      0.1   9689.52887   11366189
## 1692              5.92         98      0.1    933.34169  111836346
## 1693              5.83         98      0.1   8767.92258    1192378
## 1694              6.40         98      0.1   7986.79844   18472228
## 1695              6.11         98      0.1   7199.59665   16995583
## 1696              6.20         98      0.1   6751.99899    1564453
## 1697              5.52         97      0.1    716.82190    1435568
## 1698              5.35         97      0.1    731.37886     136768
## 1699              4.98         97      0.1    672.92113   11719673
## 1712              9.69         92      0.1           NA         NA
## 1713              8.20         84      0.1           NA         NA
## 1722              4.70         96      0.1    265.35366     271265
## 1725              5.60         95      0.1   1634.81431     259167
## 1733                NA         89      0.1   6461.19255     622159
## 1734              6.42         91      0.1   7378.34529      62181
## 1735              6.43         94      0.1   7186.42979      62127
## 1736              7.25         94      0.1   6586.71929       6261
## 1737              6.92         95      0.1   7318.74245       6279
## 1738              6.90         94      0.1   6682.28116     619428
## 1739              6.70         92      0.1   6698.79439     618294
## 1740              6.13         95      0.1   7325.73474     616969
## 1741              6.74         92      0.1   5957.14569     615875
## 1742              8.10          9      0.1   4383.59597      61525
## 1743              8.46         NA      0.1   3674.61792     614261
## 1744              8.45         NA      0.1    338.19954     613353
## 1745              8.91         NA      0.1   2789.17350     612267
## 1746              8.33         NA      0.1    216.24327      69828
## 1747              8.23         NA      0.1    199.58396      67389
## 1748              7.32         NA      0.1   1627.42893       6495
## 1749                NA         99      0.1   2847.28557    3483322
## 1750              5.91         99      0.1   3154.51348    3431882
## 1751              5.94         99      0.1   3111.76289   33824769
## 1752              6.15         99      0.1    294.74673   33333789
## 1753              5.99         99      0.1    339.91616   32858823
## 1754              5.86         99      0.1   2834.24720    3249639
## 1755              5.67         99      0.1   2861.55450   31989897
## 1756              5.41         99      0.1   2884.94776   31596855
## 1757              5.48         95      0.1   2494.35355   31225881
## 1758              5.23         97      0.1   2191.47857    3869346
## 1759              5.60         98      0.1    213.75556      35217
## 1760              5.22         97      0.1   1948.81227    3179285
## 1761              5.25         91      0.1   1721.97386   29843937
## 1762              5.31         94      0.1   1413.75718   29512368
## 1764              4.18         95      0.1   1332.38236   28849621
## 1767              5.90         78      5.1     65.98568   26434372
## 1768              5.58         76      6.9    566.51387    2567666
## 1769              6.23         76      9.6    526.53135     249395
## 1770              5.38         74     10.8    419.22581    2422145
## 1771              5.43         74     11.3    463.85262    2352463
## 1772              4.91         75     12.6     53.12772   22846758
## 1779              5.64         73     13.4    256.44149   18588758
## 1780              6.16          7     12.2    277.64866    1867687
## 1782              2.28         88      0.3   1262.89378   51924182
## 1783              2.16         75      0.4   1168.83947   51448196
## 1784              2.22         84      0.5   1171.58257    5986514
## 1785              1.87         84      0.5   1186.42394     555331
## 1786              1.92          9      0.5    987.73658    5155896
## 1790              1.78         82      0.6    296.97284   48846474
## 1803              8.50         83      8.7   4153.49788      21374
## 1812              6.11         79     22.8    257.99557    1899257
## 1823              5.70         89      0.2    348.63145    2594618
## 1824              5.72         75      0.2    317.89198    2564287
## 1826              5.48         78      0.1    253.72412    2495623
## 1828              5.36         72      0.1    248.61835   24161777
## 1830                NA         95      0.1  44292.88473   16939923
## 1831              1.90         96      0.1  52157.46870     168658
## 1832             11.40         97      0.1  51574.48942    1684432
## 1833             11.10         97      0.1  49474.75610   16754962
## 1834              1.53         97      0.1   5354.65360    1669374
## 1835              1.48         97      0.1   5338.25483   16615394
## 1836              1.29         97      0.1    519.34900    1653388
## 1837              9.57         97      0.1  56928.82480   16445593
## 1838              9.36         97      0.1  51241.31562   16381696
## 1839              9.36         96      0.1  44453.97119    1634611
## 1840              9.60         96      0.1  41577.16900   16319868
## 1841              8.52         98      0.1  39954.64222   16281779
## 1842              8.46         98      0.1  35245.16470    1622532
## 1843              8.34         97      0.1  28817.32321   16148929
## 1844              7.79         97      0.1  26584.12169     164618
## 1845              7.42         97      0.1  25921.12794   15925513
## 1846                NA         92      0.1   3821.89370         NA
## 1847             11.30         93      0.1   4453.24673         NA
## 1848             11.17         92      0.1  42889.88141         NA
## 1849             11.53         93      0.1   3997.25624         NA
## 1850             11.24         95      0.1  38426.55810         NA
## 1851             11.20         93      0.1  33691.34837         NA
## 1852             11.21         92      0.1    282.94193         NA
## 1853              1.70         89      0.1  31287.77865         NA
## 1854              8.35         88      0.1   3259.73471         NA
## 1855              8.65         89      0.1   2667.86452         NA
## 1856              8.25         89      0.1   2775.89515         NA
## 1857              7.89         89      0.1   2542.39935         NA
## 1858              7.71          9      0.1  21913.78170         NA
## 1859              7.89          9      0.1  16874.31232         NA
## 1860              7.58          9      0.1  13882.85683         NA
## 1861              7.47          9      0.1  13641.12720         NA
## 1862                NA         98      0.1    295.96649      68235
## 1863              9.40         98      0.1   1975.46477     613997
## 1866              6.39         98      0.1   1682.95792      58782
## 1871              6.33         88      0.3    124.99262     545211
## 1878                NA         65      0.4    358.99731   19896965
## 1890              6.23         41      1.6    215.85480    1265687
## 1904              4.11         36      5.4     87.89387  138939478
## 1905              4.33         33      5.4    648.81585  135393616
## 1906              4.50         29      5.4    512.65719  131972533
## 1907              2.43         25      5.3    459.45721   12866671
## 1908              3.25         27      5.1    351.79967  125463434
## 1909              2.84         29      4.9    379.11933    1223529
## 1911                NA         95      0.1   7455.24654     518867
## 1912              9.72         93      0.1    975.49856    5137232
## 1913              9.39         94      0.1   1291.43500     579623
## 1914              9.16         95      0.1  11563.72700     518573
## 1915              9.14         94      0.1   1574.98610     495388
## 1916              9.26         93      0.1  87646.75346    4889252
## 1917              9.49         94      0.1    817.77681    4828726
## 1918              8.40         94      0.1   9688.59610    4768212
## 1919              8.58         93      0.1  85128.65759     479153
## 1920              8.43         94      0.1  74114.69715     466677
## 1921              8.89         91      0.1  66775.39440    4623291
## 1922              9.44         92      0.1   5757.26916     459191
## 1923              9.85         92      0.1   5111.65445    4564855
## 1924              9.62         93      0.1   4361.15380    4538159
## 1925              8.65         91      0.1  38549.58934    4513751
## 1926              8.27          9      0.1  38146.71539     449967
## 1927                NA         99      0.1  16627.36433         NA
## 1928              3.55         99      0.1   2458.45226         NA
## 1929              2.76         98      0.1  21268.75640         NA
## 1930              2.52         98      0.1  22134.91600         NA
## 1931              2.49         99      0.1   2986.36000         NA
## 1932              2.74         99      0.1   1928.74739         NA
## 1933              2.83         98      0.1  16784.34616         NA
## 1934              2.10         99      0.1   2275.35360         NA
## 1935              2.43         99      0.1   1585.13226         NA
## 1936              2.31         98      0.1   1448.55000         NA
## 1937              2.59         99      0.1  12376.97936         NA
## 1938              2.98         99      0.1   1129.28886         NA
## 1939              3.17         99      0.1    969.81260         NA
## 1940              3.18         99      0.1   8629.11774         NA
## 1941              3.80         99      0.1   8476.61511         NA
## 1942              3.70         99      0.1    861.18596         NA
## 1953              2.91         77      0.1    711.46995   15399667
## 1958              2.79         62      0.1    533.86241  138523285
## 1960                NA         73      0.1  13134.43670    3969249
## 1961              8.30          8      0.1  12593.73740     393986
## 1962              8.90          8      0.1  11685.97983    3838462
## 1963              7.25         85      0.1   1589.82713    3772938
## 1964              7.50         87      0.1    927.72317     377782
## 1965              8.50         94      0.1   7937.25993    3643222
## 1966              7.56         85      0.1   7429.62827    3579385
## 1967              6.75         86      0.1   6973.92840    3516268
## 1968              6.31         85      0.2    668.86670     345387
## 1969              7.00         88      0.1   5348.51840     339195
## 1970              7.48         92      0.1   4916.54886     333465
## 1971              8.90         95      0.2   4591.89278    3269541
## 1972              7.60         98      0.1   4267.13578     329174
## 1973              8.30         99      0.2   4126.14671    3149265
## 1974              7.72         99      0.1    446.37283     389684
## 1975              7.76         98      0.2     46.29935      33347
## 1983              4.60         63      1.3   1178.72469    6787187
## 1986              6.42         72      1.5     77.57735     631479
## 1992                NA         93      0.2    419.36772    6639119
## 1993              9.81         87      0.2   4712.82274    6552584
## 1994              1.49         86      0.2   4479.95858     646574
## 1995              1.33         87      0.1   3855.53773    6379219
## 1996              9.42         89      0.1   3988.11894    6293783
## 2006              7.61         89      0.1   1417.26582     546624
## 2008                NA          9      0.1     63.34326   31376671
## 2009              5.47         88      0.1   6491.52450    3973354
## 2010              5.23         88      0.1   6583.11625    3565716
## 2011              5.18         95      0.1   6387.78528    3158966
## 2012              4.93         91      0.2   5771.56588   29759989
## 2013              5.30         93      0.2    522.49319   29373646
## 2014              5.36         93      0.3   4166.93387      29157
## 2015              4.73         93      0.3    428.87811    2864198
## 2016              4.60         93      0.3   3611.21470   28292724
## 2017              4.47         94      0.4   3171.49856   27949944
## 2018              4.72         77      0.4   2754.78290     276141
## 2021              4.94         95      0.4    259.19296    2661467
## 2022              4.98          9      0.5   1981.24365   26261363
## 2040                NA         98      0.1  12565.98760   37986412
## 2041              6.35         98      0.1  14341.67500    3811735
## 2042              6.40         99      0.1   1378.54911     384196
## 2043              6.62         99      0.1  13145.14840    3863164
## 2044              6.70         99      0.1  13893.18768    3863255
## 2045              6.88         99      0.1  12599.52486    3842794
## 2046              7.12         99      0.1  11527.59323    3815163
## 2047              6.88         99      0.1    141.44688   38125759
## 2048              6.28         99      0.1   1126.31852     381256
## 2049              6.17         99      0.1     94.77260   38141267
## 2050              6.20         99      0.1    821.25157   38165445
## 2051              6.19         99      0.1   6681.17882   38182222
## 2052              6.22         99      0.1   5693.52416     382457
## 2053              6.32         99      0.1   5196.93292    3823364
## 2054              5.86         98      0.1   4981.19862    3824876
## 2056                NA         98      0.1   1922.68100     135876
## 2057              9.50         98      0.1   2277.53613      14162
## 2058              9.55         98      0.1  21618.73534    1457295
## 2059              9.74         98      0.1   2577.42640    1514844
## 2060              1.70         97      0.1  23196.18375     155756
## 2061              1.44         98      0.1  22538.65480      15731
## 2062              1.42         96      0.1   2363.97161    1568247
## 2063              9.90         97      0.1  24815.68840    1558177
## 2064              9.62         97      0.1   2278.58450    1542964
## 2065              9.67         97      0.1  19821.44463    1522288
## 2066              9.98         93      0.1  18784.94850      15333
## 2067              9.84         95      0.1   1845.58810    1483861
## 2068              9.54         99      0.1  15772.73340    1458821
## 2069              9.15         98      0.1  12882.28897    1419631
## 2070              9.10         97      0.1  11729.14616    1362722
## 2071              9.14         96      0.1   1152.39681    1289898
## 2072                NA         99      0.1  66346.52267         NA
## 2073              2.19         89      0.1  86852.71190         NA
## 2074              2.15         97      0.1   8834.87958         NA
## 2075              2.16         92      0.1  88564.82298         NA
## 2076              1.93         93      0.1  85948.74600         NA
## 2077              2.90         97      0.1    736.22784         NA
## 2078              2.63         99      0.1  61478.23813         NA
## 2079              1.87         97      0.1  82967.37228         NA
## 2080              2.31         94      0.1    675.61258         NA
## 2081              2.58         96      0.1   6256.55926         NA
## 2082              3.10         97      0.1  51488.49529         NA
## 2083              3.61         96      0.1  41818.35256         NA
## 2084              4.14         92      0.1  34176.98183         NA
## 2085              2.71         96      0.1   2999.65492         NA
## 2086              2.56         93      0.1   2843.63635         NA
## 2087              2.18          8      0.1  29986.29150         NA
## 2088                NA         98      0.1           NA         NA
## 2089              7.37         99      0.1           NA         NA
## 2090              7.20         99      0.1           NA         NA
## 2091              7.10         99      0.1           NA         NA
## 2092              6.83         99      0.1           NA         NA
## 2093              6.79         94      0.1           NA         NA
## 2094              6.66         94      0.1           NA         NA
## 2095              6.16         94      0.1           NA         NA
## 2096              5.99         91      0.1           NA         NA
## 2097              5.76         98      0.1           NA         NA
## 2098              5.33         96      0.1           NA         NA
## 2099              4.96         88      0.1           NA         NA
## 2100              4.93         97      0.1           NA         NA
## 2101              4.61         97      0.1           NA         NA
## 2102              4.76         97      0.1           NA         NA
## 2103              4.23         97      0.1           NA         NA
## 2120                NA         89      0.1   8958.78859   19815481
## 2121              5.57         94      0.1     12.27733    1998979
## 2122              5.60         92      0.1   9585.26659   19983693
## 2123              5.48         91      0.1   8558.39766      25835
## 2124              5.53         89      0.1     92.27783    2147528
## 2145              5.30         98      0.3    692.19440   14349528
## 2150              5.67         96      0.3     21.36239   14597683
## 2151              5.42         96      0.2   1771.58662  146596557
## 2153              7.53         98      0.4     76.56995   11345357
## 2157              7.91         97      2.3    563.49149    1246842
## 2162              6.83         95      7.1    287.93188    8991735
## 2164              6.34         96      8.1    212.66195     868346
## 2169                NA         99      0.1           NA         NA
## 2170              6.72         99      0.1           NA         NA
## 2171              7.85         99      0.1           NA         NA
## 2172              8.35         98      0.1           NA         NA
## 2173              7.58         99      0.1           NA         NA
## 2174              8.10         97      0.1           NA         NA
## 2175              8.12         95      0.1           NA         NA
## 2176              7.43         96      0.1           NA         NA
## 2179              6.25         95      0.2           NA         NA
## 2189              4.99         96      0.1           NA         NA
## 2193              3.92         99      0.3           NA         NA
## 2201                NA         66      0.1   4149.36344     193759
## 2202              7.22         63      0.1   4178.97337      19229
## 2203              6.91         67      0.1   4219.65123      19757
## 2204              5.20         64      0.1   4234.55444     189194
## 2205              5.80         65      0.1   3942.98270     187665
## 2206              5.70         62      0.1   3453.48743      18625
## 2208              4.52         26      0.1    359.82223     183526
## 2209              5.25         53      0.1    322.54312     182286
## 2211              4.47         49      0.1   2571.26235     179929
## 2216              5.31         95      0.1    154.68923      17461
## 2218                NA         96      0.2   1624.63963     195553
## 2223              5.24         98      0.5   1129.75496     174776
## 2224              6.65         98      0.9    199.57146      17813
## 2227              7.84         97      1.2    843.89447     159328
## 2234                NA         98      0.1   2732.86172         NA
## 2235              4.68         98      0.1  24575.43400         NA
## 2236              4.25         98      0.1  24934.38614         NA
## 2237              3.86         98      0.1   2533.94620         NA
## 2238              3.57         98      0.1   2377.74739         NA
## 2239              3.49         98      0.1  19259.58726         NA
## 2240              4.90         98      0.1   1694.29310         NA
## 2241              2.87         98      0.1    237.83234         NA
## 2242              3.49         96      0.1  16472.16650         NA
## 2243              3.55         96      0.1  15334.66994         NA
## 2244              3.42         96      0.1  13739.82945         NA
## 2245              3.58         96      0.1  11138.87460         NA
## 2246              4.20         95      0.1   9567.45829         NA
## 2247              4.28         95      0.1   8655.31153         NA
## 2248              4.49         97      0.1   8643.49440         NA
## 2249              4.24         95      0.1   9126.95428         NA
## 2253              4.31         91      0.4    136.45180    1373513
## 2254              4.42         92      0.4     18.25321      13391
## 2258              4.72         94      0.7     95.39785   11873557
## 2265              4.63         52      0.5    473.45338     988452
## 2266                NA         95      0.1   5237.25533     795383
## 2267              1.37         93      0.1     62.17322     713576
## 2268              1.12         95      0.1   6353.82638    7164132
## 2269              9.89         91      0.1   5659.38240     719977
## 2270              9.72         94      0.1   6423.29178     723499
## 2271              1.90         91      0.1   5411.87744    7291436
## 2272              9.90         95      0.1   5821.35397      73287
## 2273              1.50         95      0.1    671.77391     735222
## 2274              1.20         94      0.1   5458.12172    7381579
## 2275              8.99         92      0.1   4129.75874    7411569
## 2276              8.70         98      0.1   3528.13180     744769
## 2277              8.24         88      0.1   3331.22877    7463157
## 2278              8.13         89      0.1   2832.49652     748591
## 2279              8.90         95      0.1   2149.99440    7496522
## 2280              6.89         93      0.1   1634.87561     753433
## 2281              6.53         95      0.1     87.13653    7516346
## 2283              3.37         99      0.1   1557.77892      91359
## 2287              3.59         99      0.1    184.68447       8977
## 2300             11.59         92      0.8     71.81870     692279
## 2306              1.12         64      2.2    358.82747     615417
## 2308             12.25         65      2.2    287.68919    5658379
## 2310             11.69         73      1.9    263.76183    5199549
## 2314                NA         96      0.1  53629.73746         NA
## 2315              4.92         96      0.1  56336.72340         NA
## 2316              4.53         97      0.1   5629.18914         NA
## 2317              4.22         97      0.1  54431.16199         NA
## 2318              3.93         96      0.1  53166.67581         NA
## 2319              3.96         96      0.1  46569.67951         NA
## 2320              4.27         97      0.1  38577.55822         NA
## 2321              3.91         97      0.1  39721.48180         NA
## 2322              3.46         97      0.1  39223.58187         NA
## 2323              3.66         95      0.1  33579.85948         NA
## 2324              3.74         96      0.1  29869.85398         NA
## 2325              3.17         95      0.1   2745.27136         NA
## 2326              3.63         96      0.1  23573.62840         NA
## 2327              2.84         94      0.1   2216.83279         NA
## 2328              2.37         96      0.1  21577.78230         NA
## 2329              2.71         98      0.1  23792.67700         NA
## 2330                NA         96      0.1           NA         NA
## 2331              8.50         97      0.1           NA         NA
## 2332              8.00         98      0.1           NA         NA
## 2333              8.15         99      0.1           NA         NA
## 2334              7.96         99      0.1           NA         NA
## 2335              8.51         99      0.1           NA         NA
## 2336              9.15         99      0.1           NA         NA
## 2337              8.20         99      0.1           NA         NA
## 2338              7.76         99      0.1           NA         NA
## 2339              7.35         99      0.1           NA         NA
## 2340              7.40         99      0.1           NA         NA
## 2341              7.21         99      0.1           NA         NA
## 2342              5.82         99      0.1           NA         NA
## 2343              5.63         99      0.1           NA         NA
## 2344              5.50         99      0.1           NA         NA
## 2345              5.50         99      0.1           NA         NA
## 2346                NA         95      0.1   2729.86383     263531
## 2347              9.23         95      0.1    242.67286      26198
## 2348              9.29         95      0.1   2315.31799     259953
## 2349              9.37         96      0.1  22486.47167     257159
## 2350              9.80         96      0.1  24985.24827     252843
## 2351              9.70         96      0.1  23437.47220     248583
## 2352              9.38         96      0.1  24633.79785     239669
## 2353              8.47         97      0.1   2751.81270     221316
## 2354              7.98         97      0.1  23841.31792     218122
## 2355              8.42         97      0.1  19726.12650      26868
## 2356              8.50         95      0.1  18169.18910       2474
## 2357              8.47         94      0.1   1726.91510     199712
## 2358              8.77         95      0.1   1488.47154    1995733
## 2359              8.62         93      0.1  11814.99940     199453
## 2360              8.57         92      0.1   1479.29634      19926
## 2361              8.26         91      0.1   1227.73677    1988925
## 2370              6.42          9      0.1    146.93113      49294
## 2371              6.66         99      0.1    948.65925     481422
## 2372              7.83         89      0.1     88.87486     469885
## 2373              5.64          9      0.1    818.44262     458324
## 2375              6.90         78      0.1    784.95629     435262
## 2386                NA          4      0.9           NA         NA
## 2397              8.79         65      7.6   7548.16370    5256516
## 2425                NA         NA      2.7           NA      67656
## 2426                NA         97      0.1  25683.84565   46447697
## 2427              9.30         97      0.1    296.47225    4648882
## 2428              9.10         96      0.1   2921.93420     466245
## 2429              9.39         97      0.1  28562.29324    4677355
## 2430              9.48         97      0.1  31834.21816   46742697
## 2431              9.56         97      0.1   3736.22800   46576897
## 2432              9.52         96      0.1  32333.46610   46362946
## 2433              8.80         97      0.1  35578.73619    4595416
## 2434              8.36         96      0.1   3279.41400    4522683
## 2435              8.23         98      0.1  28482.69480   44397319
## 2436              8.12         96      0.1   2651.71745   43653155
## 2437              8.50         97      0.1  24918.64584   42921895
## 2438              7.99         98      0.1  21495.77410   42187645
## 2439              7.25         98      0.1   1719.53541   41431558
## 2440              7.24         96      0.1  15323.61140     485412
## 2441              7.21         95      0.1  14676.76900    4567864
## 2442                NA         99      0.1   3844.89123       2966
## 2443              3.50         99      0.1    382.54994       2771
## 2444              3.68         99      0.1    361.28937       2585
## 2445              3.21         99      0.1    335.52137       2425
## 2446              3.28         99      0.1    322.99262       2271
## 2447              3.43         99      0.1   2819.51116       2119
## 2450              3.76         98      0.1   1644.81637      19668
## 2451              4.60         98      0.1   1448.76110       1952
## 2452              4.60         99      0.1   1259.87591      19373
## 2454              3.95         99      0.1    989.45477       1983
## 2455              3.89         98      0.1    873.14724      18939
## 2456              3.81         98      0.1    837.69979      18797
## 2467              3.93         78      0.2    893.87936     316764
## 2479              5.81         96      0.5    833.31332      52613
## 2482              5.92         84      0.8   5761.39536       5975
## 2484              6.78         83      0.6   3595.88550     498946
## 2496              8.46         88     33.7    332.51713     118675
## 2498              7.50         87     40.7    347.48798    1138434
## 2500              6.80         86     49.1   2873.86214     115873
## 2501              5.88         86     50.3   2529.63356      19553
## 2502              5.71         85     50.6     22.99449     187392
## 2506                NA         98      0.1   5585.25847    9799186
## 2507             11.93         98      0.1   5918.19898     969611
## 2508             11.97         98      0.1   6283.24522      96379
## 2509             11.80         98      0.1  57134.77700    9519374
## 2510             11.70         98      0.1  59593.28711    9449213
## 2511              9.47         98      0.1   5276.25591    9378126
## 2512              9.94         98      0.1   4627.59200    9298515
## 2513              9.23         98      0.1  55746.84238    9219637
## 2514              8.92         98      0.1  53324.37937     914892
## 2515              8.95         98      0.1  46256.47160       9855
## 2516              9.60         98      0.1   4385.35315     929572
## 2517              9.90         99      0.1  42442.22450    8993531
## 2518              9.31         99      0.1  36961.42537    8958229
## 2519              9.23         99      0.1  29571.74460    8924958
## 2520              8.86         99      0.1  26969.24457     889596
## 2521              8.18         99      0.1  29283.55000     887219
## 2522                NA         97      0.1   8989.84240    8282396
## 2523             11.66         96      0.1  85814.58857    8188649
## 2524             11.71         96      0.1  84658.88768     889346
## 2525             11.59         96      0.1  83164.38795    7996861
## 2526             11.21         96      0.1  87998.44468    7912398
## 2527             11.70         95      0.1  74276.71842     782499
## 2528             11.00         95      0.1  69672.47100    7743831
## 2529              1.29         95      0.1  72119.56870    7647675
## 2530              1.21         94      0.1  63223.46778    7551117
## 2531              1.39         94      0.1  57348.92788    7483934
## 2532              1.86         94      0.1  54797.54663    7437115
## 2533              1.96         93      0.1  53255.97631    7389625
## 2534              1.93         93      0.1   4796.56497      73391
## 2535              1.61         93      0.1  41336.72192    7284753
## 2536              1.28         93      0.1  38538.64447    7229854
## 2537              9.91         93      0.1  37813.23426     718425
## 2540              3.25         41      0.1           NA    1989141
## 2541              3.25         45      0.1           NA      24271
## 2543              3.28          8      0.1           NA    2118834
## 2544              3.55          8      0.1           NA    2824893
## 2545              3.40         79      0.1           NA    2325443
## 2546              3.72          8      0.1    258.35290    1963286
## 2547              3.78          8      0.1   1762.24617   18914977
## 2548              4.11          8      0.1   1577.45718   18294611
## 2549              4.48         81      0.1    148.85274    1786638
## 2550              5.12         83      0.1   1253.39143   17415266
## 2551              4.94         84      0.1   1263.13455     178791
## 2552              4.92         82      0.1   1258.42195   16766899
## 2553              4.92         84      0.1   1177.62927    1641848
## 2570                NA         99      0.1   5814.86313     686576
## 2576              4.11         99      0.3   4212.54920   66881867
## 2586                NA         91      0.1           NA         NA
## 2587              6.48         95      0.1           NA         NA
## 2588              6.70         98      0.1           NA         NA
## 2589              6.76         95      0.1           NA         NA
## 2590              6.61         96      0.1           NA         NA
## 2591              6.83         95      0.1           NA         NA
## 2592              6.74         96      0.1           NA         NA
## 2593              6.85         95      0.1           NA         NA
## 2594              6.90         95      0.1           NA         NA
## 2595              7.61         93      0.1           NA         NA
## 2596              7.95         97      0.1           NA         NA
## 2597              8.64         94      0.1           NA         NA
## 2598              9.17         96      0.1           NA         NA
## 2599              9.10         96      0.1           NA         NA
## 2600              8.18         91      0.1           NA         NA
## 2601              8.52         95      0.1           NA         NA
## 2612              1.50         55      0.1    478.33186     126484
## 2614              2.48         55      0.1    471.45658      96852
## 2622              5.21         85      2.6    562.33936    6679282
## 2634                NA         78      0.1    493.77539      16364
## 2635              5.18          8      0.1   4192.34976      15782
## 2636              4.98         82      0.1   4266.55717      15328
## 2637              4.51         77      0.1    451.54246      14951
## 2638              4.60         82      0.1    445.18866      14577
## 2639              4.59         82      0.1   3547.59975      14137
## 2640              4.67         84      0.1     37.84656       1364
## 2641              5.13         86      0.1   3392.64743        135
## 2642              5.82         87      0.1   2932.31588      12357
## 2643              5.61         88      0.1   2892.52266      11689
## 2644              6.52         89      0.1   2594.74999       1141
## 2650                NA         96      0.3  17321.83373      13692
## 2661              5.22         94      1.0    129.51914     129535
## 2666                NA         98      0.1   3828.91589   11273661
## 2667              7.00         98      0.1   4271.68172    1114398
## 2668              7.26         98      0.1   4199.47253    1114558
## 2669              7.18         97      0.1   4137.55421    1886668
## 2670              7.15         98      0.1   4256.91279    1761467
## 2671              6.54         98      0.1    414.15177    1639931
## 2672              6.18         99      0.1   4129.97733    1521834
## 2673              5.63         99      0.1    431.93260     147336
## 2674              5.64         98      0.1   3778.18417     129887
## 2675              5.64         99      0.1   3371.71231    1196136
## 2676              5.57         98      0.1   3194.56224     112482
## 2677              5.63         97      0.1   3112.83529      11761
## 2678              5.36         95      0.1   2761.96925    9939678
## 2679              5.32         96      0.1   2346.59370    9864326
## 2680              5.29         98      0.1   2254.93313     978571
## 2681              5.40         97      0.1   2213.91488    9699197
## 2682                NA         97      0.1   1979.52569   78271472
## 2683              5.41         96      0.1  12127.22522     773628
## 2684              5.38         98      0.1  12542.93565   75787333
## 2685              5.24         97      0.1   1172.38430   74569867
## 2686              5.29         97      0.1  11341.13395    7349455
## 2687              5.61         97      0.1   1672.56930   72326914
## 2688              6.80         96      0.1    936.49991   71339185
## 2689              6.70         96      0.1    185.68975      74432
## 2690              6.40         96      0.1    979.49246   69597281
## 2691              5.81          9      0.1    834.86916    6876345
## 2692              5.45          9      0.1   7384.35466     679346
## 2693              5.37         85      0.1     64.72953     677855
## 2694              5.34         68      0.1   4718.51291     668583
## 2695              5.36         78      0.1    366.57000    6514354
## 2696              5.16         88      0.1   3119.63716   64191474
## 2697              4.95         85      0.1   4316.55390    6324121
## 2701              1.96         97      0.1   6675.26295    5267839
## 2716              7.22         78      3.2    719.17267   38833338
## 2722              9.10         71      8.2    449.69282   31663896
## 2723              9.76         73      8.4     41.85863     359487
## 2724              9.86         64      8.6    336.45939    2955662
## 2727              7.54         59      9.4    237.99959    2662482
## 2732              7.10         23      0.2    314.65830   45271947
## 2734              7.47         76      0.2   3855.42128     455933
## 2735              6.98          5      0.2   3569.75727      45761
## 2747                NA         99      0.1   3911.74689         NA
## 2748              3.64         99      0.1  44449.74350         NA
## 2749              3.49         98      0.1   4335.64268         NA
## 2750              3.45         96      0.1  42112.23565         NA
## 2751              3.70         95      0.1   4462.31290         NA
## 2752              3.93         94      0.1   3549.14832         NA
## 2753              4.50         93      0.1   3372.57517         NA
## 2754              2.93         92      0.1  45758.95540         NA
## 2755              2.57         92      0.1  42672.61323         NA
## 2756              2.33         92      0.1  42372.22166         NA
## 2757              2.32         94      0.1  39439.81970         NA
## 2758              2.46         94      0.1  36161.17610         NA
## 2759              2.65         94      0.1   3323.52318         NA
## 2760              2.72         94      0.1  31311.35936         NA
## 2761              2.48         94      0.1   3161.52935         NA
## 2762              2.38         94      0.1   3371.26869         NA
## 2763                NA         96      0.1           NA         NA
## 2764              9.12         95      0.1           NA         NA
## 2765              9.34         95      0.1           NA         NA
## 2766              9.41         95      0.1           NA         NA
## 2767              9.34         95      0.1           NA         NA
## 2768              9.51         94      0.1           NA         NA
## 2769              9.81         93      0.1           NA         NA
## 2770              8.85         92      0.1           NA         NA
## 2771              8.42         92      0.1           NA         NA
## 2772              8.36         92      0.1           NA         NA
## 2773              8.24         91      0.1           NA         NA
## 2774              7.98         92      0.1           NA         NA
## 2775              7.81         91      0.1           NA         NA
## 2776              7.57         91      0.1           NA         NA
## 2777              7.31         91      0.1           NA         NA
## 2778              6.94         91      0.1           NA         NA
## 2780              5.58         97      1.4           NA         NA
## 2784              5.30         91      4.6           NA         NA
## 2792              3.59         89     12.1           NA         NA
## 2793              3.28         87     12.5           NA         NA
## 2795                NA         95      0.1           NA         NA
## 2796             17.14         95      0.1           NA         NA
## 2797             16.90         94      0.1           NA         NA
## 2798             17.20         94      0.1           NA         NA
## 2799             17.60         96      0.1           NA         NA
## 2800             17.20         95      0.1           NA         NA
## 2801             17.00         95      0.1           NA         NA
## 2802             16.20         96      0.1           NA         NA
## 2803             15.57         96      0.1           NA         NA
## 2804             15.27         96      0.1           NA         NA
## 2805             15.15         96      0.1           NA         NA
## 2806             15.14         96      0.1           NA         NA
## 2807             15.60         96      0.1           NA         NA
## 2808             14.55         94      0.1           NA         NA
## 2809             13.73         94      0.1           NA         NA
## 2810             13.70         94      0.1           NA         NA
## 2811                NA         95      0.1  15524.84247    3431552
## 2812              8.58         95      0.1  16737.89827    3419546
## 2813              8.68         94      0.1  16881.25680       3485
## 2814              8.74         95      0.1   1592.68190    3396777
## 2815              8.55         95      0.1  14166.49980    3385624
## 2816              8.63         95      0.1  11938.21200    3374415
## 2817              8.78         95      0.1   9415.17386    3362755
## 2818              8.17         94      0.1    962.31216     335824
## 2819              8.23         94      0.1     79.69746    3339741
## 2820             11.17         95      0.1   5877.87678     333143
## 2821             11.15         96      0.1    522.95112    3325612
## 2822             11.59         94      0.1   4117.38853     332496
## 2823              6.52         91      0.1   3622.52284    3325637
## 2824              7.18         95      0.1    488.76885    3327773
## 2825              7.46         94      0.1   6281.37747     332713
## 2826              7.82          9      0.1   6871.89768    3321245
## 2843                NA         64      0.1    285.83414      26463
## 2844              5.20         64      0.1   3148.36513      25885
## 2845              3.92         64      0.1   3167.34356     253142
## 2846              3.70         64      0.1   3158.58688     247485
## 2847              3.85         65      0.1   3275.91684     241871
## 2848              4.71         65      0.1   2965.82434     236295
## 2849              3.90         66      0.1   2643.44142      23785
## 2858              3.28         71      0.1   1469.84915      18563
## 2875                NA         97      0.1           NA         NA
## 2876              7.70         95      0.1           NA         NA
## 2877              7.17         59      0.1           NA         NA
## 2878              6.96         97      0.1           NA         NA
## 2879              6.20         95      0.1           NA         NA
## 2880              6.36         93      0.1           NA         NA
## 2881              6.40         96      0.1           NA         NA
## 2882              5.53         93      0.2           NA         NA
## 2883              6.90         92      0.2           NA         NA
## 2884              5.56         94      0.2           NA         NA
## 2885              5.38         95      0.2           NA         NA
## 2886              5.90         96      0.2           NA         NA
## 2887              4.84         99      0.2           NA         NA
## 2888              4.70         75      0.2           NA         NA
## 2889              5.17         96      0.1           NA         NA
## 2890              4.89         96      0.1           NA         NA
## 2899              4.92         79      0.1           NA         NA
## 2904              4.22         65      0.1           NA         NA
## 2907                NA          9      4.1   1313.88965     161587
## 2914              4.87         87     11.9   1369.68249    1382517
## 2919              8.18         83     18.2    429.15834   11421984
## 2920              6.93         84     18.4    377.13524     111249
## 2931              4.47         73     23.7    396.99822    1332999
## 2932              5.12          7     26.8    414.79623   13124267
## 2936              6.53         71     39.8     57.34834     125525
##      thinness..1.19.years thinness.5.9.years Income.composition.of.resources
## 14                   19.9                2.2                           0.341
## 17                    1.2                1.3                           0.762
## 18                    1.2                1.3                           0.761
## 19                    1.3                1.4                           0.759
## 20                    1.3                1.4                           0.752
## 21                    1.4                1.5                           0.738
## 22                    1.4                1.5                           0.725
## 23                    1.5                1.6                           0.721
## 24                    1.6                1.6                           0.713
## 25                    1.6                1.7                           0.703
## 26                    1.7                1.8                           0.696
## 27                    1.8                1.8                           0.685
## 28                    1.8                1.9                           0.681
## 29                    1.9                2.0                           0.674
## 30                    2.0                2.1                           0.670
## 31                    2.1                2.1                           0.662
## 32                    2.1                2.2                           0.656
## 33                    6.0                5.8                           0.743
## 34                    6.0                5.8                           0.741
## 35                    5.9                5.8                           0.737
## 36                    5.9                5.8                           0.732
## 37                    5.9                5.8                           0.724
## 38                    5.9                5.8                           0.714
## 39                    6.0                5.9                           0.705
## 40                    6.0                5.9                           0.697
## 41                    6.0                5.9                           0.690
## 42                    6.1                6.0                           0.686
## 43                    6.1                6.0                           0.680
## 44                    6.2                6.1                           0.673
## 45                    6.3                6.1                           0.663
## 46                    6.3                6.2                           0.653
## 47                    6.4                6.3                           0.644
## 48                    6.5                6.4                           0.636
## 63                    1.7                1.7                           0.391
## 64                    1.9                1.9                           0.382
## 65                    3.3                3.3                           0.784
## 66                    3.3                3.3                           0.782
## 67                    3.3                3.3                           0.781
## 68                    3.3                3.3                           0.778
## 69                    3.3                3.3                           0.782
## 70                    3.3                3.3                           0.783
## 71                    3.4                3.3                           0.788
## 72                    3.4                3.3                           0.786
## 73                    3.4                3.3                           0.781
## 74                    3.4                3.4                           0.773
## 75                    3.5                3.4                           0.000
## 76                    3.5                3.4                           0.000
## 81                    1.0                0.9                           0.826
## 82                    1.0                0.9                           0.825
## 83                    1.0                0.9                           0.823
## 84                    1.0                0.9                           0.822
## 85                    1.0                0.9                           0.816
## 86                    1.0                0.9                           0.802
## 87                    1.0                0.9                           0.794
## 88                    1.0                0.9                           0.792
## 89                    1.1                0.9                           0.788
## 90                    1.1                0.9                           0.782
## 91                    1.1                1.0                           0.780
## 92                    1.1                1.0                           0.775
## 93                    1.2                1.0                           0.770
## 94                    1.2                1.0                           0.776
## 95                    1.2                1.1                           0.771
## 96                    1.2                1.1                           0.764
## 97                    2.1                2.2                           0.741
## 98                    2.1                2.1                           0.739
## 99                    2.1                2.1                           0.736
## 100                   2.0                2.1                           0.732
## 101                   2.0                2.1                           0.729
## 102                   2.0                2.1                           0.720
## 103                   2.0                2.1                           0.725
## 104                   2.0                2.1                           0.721
## 105                   2.0                2.1                           0.707
## 106                   2.0                2.1                           0.692
## 107                   2.0                2.1                           0.679
## 108                   2.0                2.1                           0.668
## 109                   2.0                2.1                           0.657
## 110                   2.1                2.1                           0.645
## 111                   2.1                2.1                           0.644
## 112                   2.1                2.2                           0.639
## 113                   0.6                0.6                           0.937
## 114                   0.6                0.6                           0.936
## 115                   0.6                0.6                           0.933
## 116                   0.6                0.6                           0.930
## 117                   0.6                0.6                           0.927
## 118                   0.7                0.6                           0.927
## 119                   0.7                0.6                           0.925
## 120                   0.7                0.6                           0.921
## 121                   0.7                0.6                           0.918
## 122                   0.7                0.6                           0.915
## 123                   0.7                0.6                           0.910
## 124                   0.7                0.6                           0.908
## 125                   0.7                0.7                           0.905
## 126                   0.7                0.7                           0.902
## 127                   0.7                0.7                           0.899
## 128                   0.7                0.7                           0.897
## 129                   1.9                2.1                           0.892
## 130                   1.8                2.0                           0.892
## 131                   1.8                2.0                           0.887
## 132                   1.8                2.0                           0.884
## 133                   1.7                2.0                           0.880
## 134                   1.7                1.9                           0.872
## 135                   1.7                1.9                           0.870
## 136                   1.7                1.9                           0.864
## 137                   1.7                1.9                           0.860
## 138                   1.7                1.9                           0.854
## 139                   1.7                1.9                           0.848
## 140                   1.7                1.9                           0.841
## 141                   1.7                1.9                           0.837
## 142                   1.7                1.9                           0.847
## 143                   1.7                1.9                           0.837
## 144                   1.7                1.9                           0.833
## 145                   2.8                2.9                           0.758
## 146                   2.8                2.9                           0.752
## 147                   2.8                2.8                           0.745
## 148                   2.8                2.8                           0.742
## 149                   2.8                2.9                           0.741
## 150                   2.8                2.9                           0.737
## 151                   2.8                2.9                           0.728
## 152                   2.8                2.9                           0.719
## 153                   2.8                2.9                           0.708
## 158                   3.1                3.1                           0.651
## 160                   3.2                3.1                           0.636
## 161                   2.5                2.5                           0.790
## 162                   2.5                2.5                           0.789
## 174                   2.6                2.6                           0.781
## 177                   6.2                6.1                           0.823
## 178                   6.1                6.0                           0.820
## 179                   6.1                6.0                           0.815
## 180                   6.1                6.0                           0.812
## 181                   6.1                6.0                           0.812
## 182                   6.0                5.9                           0.810
## 183                   6.0                5.9                           0.814
## 184                   6.0                5.9                           0.815
## 185                   6.1                5.9                           0.813
## 186                   6.1                5.9                           0.810
## 187                   6.1                5.9                           0.806
## 188                   6.1                5.9                           0.803
## 189                   6.1                5.9                           0.798
## 190                   6.2                5.9                           0.796
## 191                   6.2                6.0                           0.794
## 192                   6.2                6.0                           0.786
## 193                  17.9               18.3                           0.575
## 194                  18.1               18.6                           0.570
## 195                  18.3               18.8                           0.565
## 196                  18.5               19.0                           0.557
## 197                  18.7               19.2                           0.545
## 198                  18.9               19.4                           0.535
## 199                  19.1               19.7                           0.523
## 200                  19.3               19.9                           0.520
## 209                   3.8                3.7                           0.794
## 210                   3.8                3.7                           0.793
## 211                   3.8                3.8                           0.792
## 212                   3.8                3.8                           0.785
## 213                   3.8                3.8                           0.780
## 214                   3.8                3.8                           0.781
## 215                   3.8                3.8                           0.779
## 216                   3.9                3.9                           0.775
## 217                   3.9                3.9                           0.771
## 218                   4.0                3.9                           0.766
## 219                   4.0                4.0                           0.761
## 220                   4.1                4.0                           0.757
## 221                   4.1                4.1                           0.753
## 222                   4.2                4.1                           0.749
## 223                   4.2                4.2                           0.750
## 224                   4.3                4.2                           0.741
## 227                   2.0                2.0                           0.796
## 241                   1.0                1.0                           0.895
## 242                   1.0                1.0                           0.890
## 243                   1.0                0.9                           0.889
## 244                   0.9                0.9                           0.886
## 245                   0.9                0.9                           0.884
## 246                   0.9                0.9                           0.878
## 247                   0.9                0.9                           0.876
## 248                   0.8                0.8                           0.874
## 249                   0.8                0.8                           0.871
## 250                   0.8                0.8                           0.865
## 251                   0.8                0.8                           0.861
## 252                   0.8                0.8                           0.880
## 253                   0.8                0.8                           0.878
## 254                   0.8                0.8                           0.875
## 255                   0.8                0.8                           0.873
## 256                   0.8                0.8                           0.869
## 259                   3.4                3.4                           0.706
## 269                   3.6                3.6                           0.684
## 271                   3.7                3.7                           0.677
## 303                  18.9               19.6                           0.000
## 310                   1.2                1.1                           0.643
## 311                   1.2                1.1                           0.636
## 317                   1.4                1.3                           0.617
## 321                   2.3                2.3                           0.747
## 322                   2.4                2.4                           0.742
## 323                   2.4                2.4                           0.735
## 324                   2.5                2.5                           0.728
## 325                   2.6                2.5                           0.711
## 326                   2.6                2.6                           0.717
## 327                   2.7                2.7                           0.716
## 328                   2.8                2.7                           0.710
## 329                   2.8                2.8                           0.703
## 330                   2.9                2.8                           0.697
## 331                   2.9                2.9                           0.000
## 332                   3.0                3.0                           0.000
## 333                   3.0                3.0                           0.000
## 334                   3.1                3.1                           0.000
## 335                   3.2                3.2                           0.000
## 336                   3.3                3.2                           0.000
## 340                   7.3                7.0                           0.687
## 353                   2.7                2.6                           0.754
## 354                   2.7                2.7                           0.747
## 355                   2.8                2.7                           0.734
## 356                   2.8                2.8                           0.730
## 364                   3.2                3.2                           0.695
## 369                   5.7                5.1                           0.864
## 370                   5.7                5.2                           0.863
## 371                   5.8                5.2                           0.860
## 372                   5.8                5.3                           0.852
## 373                   5.9                5.4                           0.846
## 374                   5.9                5.4                           0.845
## 375                   6.0                5.5                           0.841
## 376                   6.1                5.6                           0.840
## 377                   6.2                5.7                           0.840
## 378                   6.3                5.8                           0.837
## 379                   6.4                5.9                           0.834
## 380                   6.5                6.0                           0.828
## 381                   6.6                6.1                           0.823
## 382                   6.7                6.1                           0.820
## 383                   6.8                6.2                           0.819
## 384                   6.8                6.3                           0.818
## 385                   1.9                1.8                           0.792
## 386                   1.9                1.9                           0.787
## 387                   1.9                1.9                           0.781
## 388                   1.9                1.9                           0.778
## 389                   2.0                2.0                           0.775
## 390                   2.0                2.0                           0.770
## 395                   2.2                2.3                           0.745
## 399                   2.4                2.5                           0.713
## 401                   8.0                7.5                           0.399
## 403                   8.4                7.9                           0.392
## 410                   1.0                9.6                           0.325
## 419                   7.4                7.4                           0.398
## 422                   7.7                7.7                           0.361
## 424                   7.9                7.9                           0.319
## 434                   5.6                5.6                              NA
## 449                   6.6                6.6                           0.646
## 450                   6.8                6.7                           0.643
## 451                   6.9                6.9                           0.643
## 452                   7.1                7.1                           0.636
## 453                   7.3                7.2                           0.632
## 454                   7.4                7.4                           0.627
## 455                   7.6                7.6                           0.621
## 456                   7.8                7.8                           0.615
## 457                   8.1                8.0                           0.602
## 458                   8.3                8.3                           0.596
## 459                   8.5                8.5                           0.582
## 460                   8.7                8.7                           0.574
## 461                   8.9                8.9                           0.572
## 462                   9.2                9.1                           0.569
## 469                  11.0               11.2                           0.533
## 473                  11.3               11.5                           0.495
## 486                   6.1                6.2                           0.480
## 491                   6.9                7.0                           0.456
## 494                   7.4                7.5                           0.452
## 495                   7.5                7.7                           0.437
## 497                   0.6                0.5                           0.919
## 498                   0.5                0.5                           0.912
## 499                   0.5                0.5                           0.909
## 500                   0.5                0.5                           0.907
## 501                   0.5                0.5                           0.903
## 502                   0.5                0.4                           0.898
## 503                   0.5                0.4                           0.898
## 504                   0.5                0.4                           0.897
## 505                   0.5                0.4                           0.894
## 506                   0.5                0.4                           0.891
## 507                   0.5                0.4                           0.886
## 508                   0.5                0.4                           0.881
## 509                   0.5                0.4                           0.877
## 510                   0.5                0.4                           0.872
## 511                   0.5                0.4                           0.867
## 512                   0.5                0.5                           0.864
## 522                   9.6                9.6                           0.323
## 525                   1.0                1.1                           0.316
## 526                   1.2                1.2                           0.315
## 527                   1.4                1.4                           0.314
## 528                   1.5                1.5                           0.312
## 535                   9.6                9.5                           0.343
## 539                   1.5                1.4                           0.306
## 540                   1.7                1.6                           0.301
## 541                   1.9                1.8                           0.284
## 542                  11.1               11.0                           0.303
## 543                  11.3               11.2                           0.300
## 544                  11.5               11.4                           0.000
## 545                   0.8                0.8                           0.845
## 546                   0.8                0.8                           0.841
## 547                   0.8                0.8                           0.831
## 548                   0.8                0.8                           0.826
## 549                   0.8                0.8                           0.820
## 550                   0.8                0.9                           0.815
## 551                   0.8                0.9                           0.816
## 552                   0.9                0.9                           0.804
## 553                   0.9                0.9                           0.797
## 554                   0.9                0.9                           0.796
## 555                   0.9                1.0                           0.790
## 556                   0.9                1.0                           0.781
## 557                   1.0                1.0                           0.775
## 558                   1.0                1.0                           0.768
## 559                   1.0                1.0                           0.761
## 560                   1.1                1.1                           0.755
## 561                   3.6                2.9                           0.734
## 562                   3.7                3.0                           0.723
## 563                   3.8                3.2                           0.713
## 564                   3.9                3.3                           0.703
## 565                   4.1                3.5                           0.700
## 566                   4.2                3.6                           0.691
## 567                   4.4                3.8                           0.682
## 568                   4.5                4.0                           0.672
## 569                   4.7                4.1                           0.659
## 570                   4.8                4.3                           0.646
## 571                   5.0                4.4                           0.634
## 572                   5.1                4.6                           0.622
## 573                   5.3                4.7                           0.610
## 574                   5.5                4.9                           0.600
## 575                   5.7                5.0                           0.592
## 576                   5.9                5.1                           0.583
## 577                   2.1                1.9                           0.724
## 578                   2.1                1.9                           0.720
## 579                   2.1                1.9                           0.712
## 580                   2.1                1.9                           0.707
## 581                   2.2                2.0                           0.700
## 582                   2.2                2.0                           0.695
## 583                   2.2                2.0                           0.691
## 584                   2.3                2.0                           0.683
## 585                   2.3                2.1                           0.675
## 586                   2.3                2.1                           0.669
## 587                   2.4                2.1                           0.658
## 588                   2.4                2.2                           0.658
## 589                   2.5                2.2                           0.659
## 594                   6.8                6.6                           0.497
## 620                   9.0                8.6                           0.497
## 626                   1.7                1.7                           0.775
## 627                   1.7                1.7                           0.768
## 628                   1.7                1.7                           0.762
## 629                   1.8                1.7                           0.758
## 630                   1.8                1.7                           0.752
## 631                   1.8                1.8                           0.749
## 632                   1.9                1.8                           0.747
## 633                   1.9                1.8                           0.740
## 634                   1.9                1.9                           0.734
## 635                   2.0                1.9                           0.727
## 636                   2.0                2.0                           0.723
## 637                   2.1                2.0                           0.719
## 638                   2.2                2.1                           0.715
## 639                   2.2                2.2                           0.712
## 640                   2.3                2.2                           0.708
## 641                   2.4                2.3                           0.702
## 642                   1.5                1.4                           0.823
## 643                   1.5                1.5                           0.820
## 644                   1.5                1.5                           0.817
## 645                   1.5                1.5                           0.815
## 646                   1.6                1.5                           0.808
## 647                   1.6                1.6                           0.803
## 648                   1.7                1.6                           0.803
## 649                   1.7                1.7                           0.800
## 650                   1.8                1.7                           0.793
## 651                   1.8                1.8                           0.783
## 652                   1.8                1.8                           0.777
## 653                   1.9                1.9                           0.771
## 654                   1.9                1.9                           0.765
## 655                   2.0                2.0                           0.759
## 656                   2.0                2.0                           0.749
## 657                   2.1                2.1                           0.739
## 658                   3.5                3.3                           0.773
## 659                   3.4                3.3                           0.772
## 660                   3.4                3.3                           0.773
## 661                   3.4                3.2                           0.778
## 662                   3.4                3.2                           0.780
## 663                   3.4                3.2                           0.784
## 664                   3.4                3.2                           0.782
## 665                   3.4                3.2                           0.771
## 666                   3.4                3.2                           0.754
## 667                   3.4                3.2                           0.732
## 668                   3.4                3.3                           0.719
## 669                   3.4                3.3                           0.705
## 670                   3.5                3.3                           0.694
## 671                   3.5                3.3                           0.692
## 672                   3.6                3.4                           0.686
## 673                   3.6                3.4                           0.679
## 674                   1.0                1.0                           0.854
## 675                   0.9                1.0                           0.850
## 676                   0.9                1.0                           0.850
## 677                   0.9                1.0                           0.850
## 678                   0.9                1.0                           0.847
## 679                   0.9                1.0                           0.853
## 680                   0.9                1.0                           0.849
## 681                   0.9                1.0                           0.844
## 682                   0.9                1.0                           0.836
## 683                   0.9                1.0                           0.829
## 684                   0.9                1.0                           0.826
## 685                   0.9                1.0                           0.823
## 686                   0.9                1.0                           0.815
## 687                   0.9                1.0                           0.805
## 688                   0.9                1.0                           0.800
## 689                   0.9                1.0                           0.798
## 690                   1.8                1.8                              NA
## 691                   1.8                1.9                              NA
## 692                   1.8                1.9                              NA
## 693                   1.8                1.9                              NA
## 694                   1.9                1.9                              NA
## 695                   1.9                2.0                              NA
## 696                   1.9                2.0                              NA
## 697                   1.9                2.0                              NA
## 698                   2.0                2.1                              NA
## 699                   2.0                2.1                              NA
## 700                   2.1                2.1                              NA
## 701                   2.1                2.2                              NA
## 702                   2.2                2.2                              NA
## 703                   2.2                2.3                              NA
## 704                   2.2                2.3                              NA
## 705                   2.3                2.3                              NA
## 706                   4.9                4.9                              NA
## 707                   4.9                4.9                              NA
## 708                   5.0                5.0                              NA
## 709                   5.1                5.1                              NA
## 731                  11.3               11.1                              NA
## 736                  12.2               12.1                              NA
## 738                   1.1                0.9                           0.923
## 739                   1.1                0.9                           0.926
## 740                   1.1                0.9                           0.924
## 741                   1.1                0.9                           0.922
## 742                   1.1                0.9                           0.910
## 743                   1.1                0.9                           0.906
## 744                   1.1                0.9                           0.906
## 745                   1.1                0.9                           0.906
## 746                   1.2                0.9                           0.904
## 747                   1.2                0.9                           0.902
## 748                   1.2                1.0                           0.897
## 749                   1.2                1.0                           0.893
## 750                   1.2                1.0                           0.882
## 751                   1.2                1.0                           0.875
## 752                   1.3                1.0                           0.862
## 753                   1.3                1.0                           0.860
## 763                   5.8                5.7                           0.405
## 775                   3.3                3.2                           0.703
## 781                   3.5                3.4                           0.668
## 783                   3.6                3.5                           0.665
## 787                   1.2                1.1                           0.739
## 788                   1.2                1.1                           0.737
## 789                   1.3                1.1                           0.725
## 790                   1.3                1.2                           0.717
## 791                   1.3                1.2                           0.710
## 792                   1.3                1.2                           0.703
## 793                   1.3                1.2                           0.702
## 794                   1.3                1.2                           0.698
## 795                   1.4                1.3                           0.696
## 796                   1.4                1.3                           0.693
## 798                   1.5                1.3                           0.682
## 825                   1.7                1.6                           0.662
## 827                   1.8                1.7                           0.657
## 831                   2.0                1.9                           0.628
## 832                   2.0                1.9                           0.621
## 835                   8.4                8.3                           0.582
## 836                   8.5                8.4                           0.582
## 841                   9.2                9.2                           0.590
## 861                   9.4                9.5                           0.000
## 867                   1.9                1.9                           0.863
## 868                   1.9                1.9                           0.860
## 869                   1.9                1.9                           0.856
## 870                   1.9                1.9                           0.850
## 871                   1.9                2.0                           0.838
## 872                   1.9                2.0                           0.833
## 891                  11.3               11.0                           0.362
## 900                   4.0                3.7                           0.727
## 904                   4.0                3.7                           0.706
## 905                   4.0                3.7                           0.704
## 906                   4.0                3.7                           0.700
## 907                   4.1                3.8                           0.698
## 911                   4.2                3.9                           0.689
## 912                   4.2                3.9                           0.687
## 915                   0.9                0.8                           0.893
## 916                   0.9                0.8                           0.890
## 917                   0.9                0.8                           0.887
## 918                   0.9                0.8                           0.884
## 919                   0.9                0.8                           0.878
## 920                   0.9                0.8                           0.874
## 921                   0.9                0.8                           0.878
## 922                   0.9                0.8                           0.876
## 923                   0.9                0.8                           0.873
## 924                   0.9                0.8                           0.869
## 925                   0.9                0.8                           0.864
## 926                   0.9                0.8                           0.869
## 927                   0.9                0.8                           0.866
## 928                   0.9                0.8                           0.863
## 929                   0.9                0.8                           0.856
## 930                   0.9                0.9                           0.847
## 931                   0.7                0.6                           0.894
## 932                   0.6                0.6                           0.890
## 933                   0.6                0.6                           0.887
## 934                   0.6                0.6                           0.885
## 935                   0.6                0.6                           0.882
## 936                   0.6                0.6                           0.879
## 937                   0.6                0.6                           0.879
## 938                   0.6                0.6                           0.877
## 939                   0.6                0.6                           0.873
## 940                   0.6                0.6                           0.870
## 941                   0.6                0.6                           0.860
## 942                   0.6                0.6                           0.857
## 943                   0.6                0.6                           0.852
## 944                   0.7                0.6                           0.851
## 945                   0.7                0.6                           0.849
## 946                   0.7                0.6                           0.844
## 953                   6.7                6.5                           0.652
## 957                   7.2                7.1                           0.640
## 959                   7.5                7.4                           0.638
## 961                   7.8                7.7                           0.633
## 977                   1.0                1.0                           0.384
## 978                   1.2                1.2                           0.377
## 979                   2.7                2.8                           0.768
## 980                   2.7                2.8                           0.759
## 981                   2.7                2.8                           0.755
## 982                   2.6                2.8                           0.749
## 983                   2.6                2.8                           0.742
## 984                   2.6                2.8                           0.738
## 985                   2.6                2.8                           0.734
## 986                   2.6                2.8                           0.735
## 987                   2.7                2.9                           0.722
## 988                   2.7                2.9                           0.714
## 989                   2.8                2.9                           0.703
## 990                   2.8                3.0                           0.694
## 991                   2.9                3.0                           0.684
## 992                   2.9                3.0                           0.677
## 993                   3.0                3.1                           0.673
## 994                   3.1                3.1                           0.000
## 995                   1.1                1.1                           0.924
## 996                   1.1                1.1                           0.920
## 997                   1.1                1.1                           0.919
## 998                   1.1                1.1                           0.916
## 999                   1.1                1.1                           0.912
## 1000                  1.1                1.1                           0.907
## 1001                  1.1                1.1                           0.906
## 1002                  1.1                1.1                           0.903
## 1003                  1.1                1.1                           0.898
## 1004                  1.1                1.1                           0.892
## 1005                  1.1                1.1                           0.884
## 1006                  1.1                1.1                           0.877
## 1007                  1.1                1.1                           0.872
## 1008                  1.2                1.1                           0.867
## 1009                  1.2                1.1                           0.860
## 1010                  1.2                1.2                           0.855
## 1019                  7.7                7.6                           0.519
## 1022                  8.4                8.3                           0.491
## 1023                  8.6                8.5                           0.489
## 1024                  8.8                8.8                           0.484
## 1025                  9.0                9.0                           0.485
## 1026                  9.2                9.2                           0.480
## 1027                  0.8                0.7                           0.865
## 1028                  0.8                0.7                           0.862
## 1029                  0.8                0.7                           0.860
## 1030                  0.8                0.7                           0.858
## 1031                  0.8                0.7                           0.860
## 1032                  0.8                0.7                           0.859
## 1033                  0.8                0.7                           0.857
## 1034                  0.8                0.7                           0.853
## 1035                  0.8                0.7                           0.855
## 1036                  0.8                0.7                           0.850
## 1037                  0.8                0.7                           0.839
## 1038                  0.8                0.8                           0.830
## 1039                  0.8                0.8                           0.823
## 1040                  0.8                0.8                           0.811
## 1041                  0.9                0.8                           0.801
## 1042                  0.9                0.8                           0.794
## 1043                  3.8                3.8                           0.751
## 1044                  3.8                3.8                           0.749
## 1045                  3.8                3.8                           0.746
## 1046                  3.8                3.8                           0.744
## 1047                  3.8                3.8                           0.741
## 1066                  1.3                1.3                           0.589
## 1068                  1.4                1.4                           0.570
## 1069                  1.4                1.4                           0.567
## 1070                  1.4                1.4                           0.564
## 1071                  1.4                1.4                           0.560
## 1072                  1.5                1.5                           0.553
## 1079                  8.0                8.0                           0.385
## 1082                  8.6                8.6                           0.371
## 1083                  8.9                8.8                           0.364
## 1099                  8.7                8.6                           0.394
## 1100                  8.9                8.8                           0.388
## 1101                  9.2                9.0                           0.000
## 1102                  9.4                9.3                           0.000
## 1103                  9.6                9.5                           0.000
## 1104                  9.8                9.7                           0.000
## 1105                  1.0                1.0                           0.000
## 1106                  1.2                1.2                           0.000
## 1110                  5.6                5.3                           0.630
## 1116                  5.7                5.5                           0.622
## 1123                  3.9                3.9                           0.490
## 1132                  4.3                4.3                           0.455
## 1133                  4.4                4.4                           0.452
## 1134                  4.5                4.5                           0.450
## 1135                  4.5                4.6                           0.447
## 1136                  4.6                4.7                           0.444
## 1137                  4.7                4.7                           0.443
## 1138                  4.8                4.8                           0.439
## 1139                  2.1                2.1                           0.623
## 1140                  2.1                2.1                           0.618
## 1141                  2.2                2.1                           0.614
## 1147                  2.4                2.3                           0.590
## 1155                  1.6                1.6                           0.834
## 1156                  1.7                1.6                           0.834
## 1157                  1.7                1.7                           0.824
## 1158                  1.7                1.7                           0.823
## 1159                  1.7                1.7                           0.821
## 1166                  2.1                2.1                           0.793
## 1171                  1.0                0.9                           0.919
## 1172                  1.0                0.9                           0.915
## 1173                  1.0                0.9                           0.907
## 1174                  1.0                0.9                           0.901
## 1175                  0.9                0.9                           0.894
## 1176                  0.9                0.9                           0.894
## 1177                  0.9                0.9                           0.894
## 1178                  0.9                0.9                           0.892
## 1179                  0.9                0.9                           0.887
## 1180                  0.9                0.9                           0.884
## 1181                  0.9                0.9                           0.879
## 1182                  1.0                0.9                           0.873
## 1183                  1.0                0.9                           0.866
## 1184                  1.0                0.9                           0.859
## 1185                  1.0                0.9                           0.854
## 1186                  1.0                0.9                           0.847
## 1190                 26.9               27.6                           0.590
## 1193                 27.0               27.8                           0.563
## 1194                 27.0               27.9                           0.556
## 1195                 27.1               28.0                           0.546
## 1196                 27.1               28.0                           0.536
## 1211                  1.8                1.7                           0.638
## 1213                  1.9                1.9                           0.629
## 1219                  8.5                8.6                           0.774
## 1220                  8.3                8.4                           0.770
## 1221                  8.2                8.3                           0.769
## 1222                  8.0                8.2                           0.755
## 1223                  7.9                8.1                           0.745
## 1224                  7.8                8.0                           0.735
## 1225                  7.7                7.9                           0.728
## 1226                  7.6                7.8                           0.716
## 1227                  7.5                7.8                           0.704
## 1228                  7.4                7.7                           0.692
## 1229                  7.4                7.7                           0.687
## 1230                  7.4                7.7                           0.686
## 1232                  7.6                7.7                           0.674
## 1233                  7.7                7.8                           0.666
## 1234                  7.8                7.9                           0.660
## 1237                  5.3                5.1                           0.659
## 1238                  5.3                5.1                           0.656
## 1239                  5.3                5.1                           0.649
## 1240                  5.3                5.1                           0.646
## 1241                  5.4                5.1                           0.643
## 1245                  5.4                5.2                           0.628
## 1246                  5.4                5.2                           0.603
## 1248                  5.5                5.3                           0.614
## 1249                  5.6                5.3                           0.607
## 1250                  5.6                5.4                           0.603
## 1251                  0.3                0.2                           0.920
## 1252                  0.3                0.2                           0.910
## 1253                  0.3                0.2                           0.902
## 1254                  0.3                0.2                           0.895
## 1255                  0.3                0.2                           0.909
## 1256                  0.3                0.2                           0.907
## 1257                  0.3                0.2                           0.909
## 1258                  0.3                0.2                           0.908
## 1259                  0.3                0.2                           0.902
## 1260                  0.3                0.2                           0.896
## 1261                  0.3                0.2                           0.889
## 1262                  0.3                0.2                           0.880
## 1263                  0.3                0.2                           0.870
## 1264                  0.3                0.3                           0.862
## 1265                  0.3                0.3                           0.857
## 1266                  0.3                0.3                           0.848
## 1267                  1.2                1.1                           0.898
## 1268                  1.2                1.1                           0.895
## 1269                  1.2                1.1                           0.891
## 1270                  1.2                1.1                           0.889
## 1271                  1.2                1.1                           0.883
## 1272                  1.2                1.1                           0.878
## 1273                  1.2                1.1                           0.876
## 1274                  1.1                1.1                           0.877
## 1275                  1.1                1.1                           0.872
## 1276                  1.1                1.1                           0.870
## 1277                  1.1                1.1                           0.866
## 1278                  1.1                1.1                           0.863
## 1279                  1.1                1.1                           0.863
## 1280                  1.1                1.1                           0.855
## 1281                  1.1                1.1                           0.850
## 1282                  1.1                1.1                           0.845
## 1283                  0.6                0.6                           0.881
## 1284                  0.6                0.6                           0.877
## 1285                  0.5                0.6                           0.876
## 1286                  0.5                0.6                           0.877
## 1287                  0.5                0.5                           0.872
## 1288                  0.5                0.5                           0.869
## 1289                  0.5                0.5                           0.868
## 1290                  0.5                0.5                           0.866
## 1291                  0.5                0.5                           0.862
## 1292                  0.5                0.5                           0.856
## 1293                  0.5                0.5                           0.851
## 1294                  0.5                0.5                           0.846
## 1295                  0.5                0.5                           0.841
## 1296                  0.5                0.5                           0.836
## 1297                  0.5                0.5                           0.828
## 1298                  0.5                0.5                           0.823
## 1299                  1.8                1.7                           0.729
## 1300                  1.8                1.7                           0.727
## 1301                  1.8                1.7                           0.727
## 1302                  1.8                1.7                           0.725
## 1303                  1.8                1.7                           0.722
## 1304                  1.8                1.7                           0.721
## 1305                  1.9                1.7                           0.721
## 1306                  1.9                1.7                           0.718
## 1307                  1.9                1.7                           0.714
## 1308                  1.9                1.7                           0.709
## 1315                  2.1                1.8                           0.902
## 1316                  2.0                1.7                           0.899
## 1317                  2.0                1.7                           0.894
## 1318                  1.9                1.7                           0.889
## 1319                  1.9                1.6                           0.884
## 1320                  1.9                1.6                           0.879
## 1321                  1.8                1.6                           0.881
## 1322                  1.8                1.5                           0.880
## 1323                  1.8                1.5                           0.877
## 1324                  1.7                1.5                           0.873
## 1325                  1.7                1.5                           0.870
## 1326                  1.7                1.4                           0.866
## 1327                  1.7                1.4                           0.863
## 1328                  1.7                1.4                           0.860
## 1329                  1.7                1.4                           0.856
## 1330                  1.6                1.4                           0.852
## 1331                  4.0                4.0                           0.741
## 1332                  3.9                3.9                           0.737
## 1333                  3.9                3.9                           0.737
## 1334                  3.9                3.9                           0.735
## 1335                  3.8                3.9                           0.737
## 1336                  3.8                3.8                           0.739
## 1337                  3.8                3.8                           0.742
## 1338                  3.8                3.8                           0.739
## 1339                  3.8                3.8                           0.736
## 1340                  3.9                3.8                           0.733
## 1341                  3.9                3.8                           0.730
## 1342                  3.9                3.8                           0.723
## 1343                  3.9                3.9                           0.717
## 1344                  3.9                3.9                           0.712
## 1345                  4.0                3.9                           0.706
## 1346                  4.0                4.0                           0.700
## 1348                  2.4                2.5                           0.789
## 1349                  2.4                2.5                           0.782
## 1380                  0.1                0.1                           0.597
## 1381                  0.1                0.1                           0.589
## 1382                  0.1                0.1                           0.581
## 1383                  0.1                0.1                           0.585
## 1384                  0.1                0.1                           0.584
## 1385                  0.1                0.1                           0.576
## 1386                  0.2                0.1                           0.572
## 1395                  3.5                3.4                           0.799
## 1396                  3.4                3.4                           0.787
## 1397                  3.4                3.3                           0.796
## 1398                  3.4                3.3                           0.794
## 1399                  3.3                3.2                           0.792
## 1400                  3.3                3.2                           0.790
## 1401                  3.3                3.2                           0.788
## 1402                  3.3                3.1                           0.787
## 1403                  3.2                3.1                           0.787
## 1404                  3.2                3.1                           0.787
## 1405                  3.2                3.1                           0.789
## 1406                  3.2                3.0                           0.791
## 1407                  3.2                3.0                           0.788
## 1408                  3.2                3.0                           0.785
## 1409                  3.2                3.0                           0.786
## 1410                  3.2                3.1                           0.786
## 1412                  3.3                3.4                           0.656
## 1414                  3.2                3.3                           0.638
## 1417                  3.3                3.4                           0.629
## 1429                  9.0                9.1                           0.563
## 1430                  9.1                9.2                           0.554
## 1436                  9.9                9.9                           0.503
## 1448                  2.2                2.3                           0.815
## 1454                  2.5                2.6                           0.776
## 1455                  2.6                2.6                           0.761
## 1459                  4.9                4.9                           0.763
## 1460                  4.8                4.9                           0.763
## 1461                  4.8                4.8                           0.766
## 1462                  4.8                4.8                           0.763
## 1463                  4.7                4.7                           0.758
## 1464                  4.7                4.7                           0.752
## 1465                  4.7                4.7                           0.746
## 1466                  4.7                4.7                           0.740
## 1467                  4.7                4.6                           0.731
## 1468                  4.7                4.6                           0.733
## 1469                  4.7                4.6                           0.000
## 1470                  4.7                4.6                           0.000
## 1471                  4.8                4.7                           0.000
## 1472                  4.8                4.7                           0.000
## 1473                  4.9                4.7                           0.000
## 1474                  4.9                4.8                           0.000
## 1479                  6.8                6.6                           0.469
## 1500                  8.1                8.1                           0.377
## 1503                  8.7                8.7                           0.373
## 1506                  9.2                9.2                           0.338
## 1507                  5.8                5.5                           0.719
## 1508                  5.7                5.5                           0.730
## 1509                  5.7                5.5                           0.735
## 1510                  5.6                5.4                           0.706
## 1512                  5.6                5.4                           0.755
## 1513                  5.6                5.4                           0.757
## 1514                  5.5                5.4                           0.757
## 1515                  5.5                5.4                           0.756
## 1516                  5.5                5.4                           0.752
## 1517                  5.5                5.4                           0.748
## 1518                  5.5                5.4                           0.747
## 1519                  5.6                5.4                           0.740
## 1520                  5.6                5.4                           0.736
## 1521                  5.6                5.5                           0.732
## 1522                  5.7                5.5                           0.727
## 1527                  2.7                2.8                           0.826
## 1531                  2.9                3.0                           0.812
## 1534                  3.1                3.1                           0.792
## 1535                  3.2                3.2                           0.780
## 1536                  3.3                3.3                           0.770
## 1537                  3.3                3.3                           0.757
## 1538                  3.4                3.4                           0.745
## 1539                  1.0                0.9                           0.896
## 1540                  1.0                0.9                           0.892
## 1541                  0.9                0.9                           0.892
## 1542                  0.9                0.9                           0.892
## 1543                  0.9                0.9                           0.894
## 1544                  0.9                0.9                           0.884
## 1545                  0.9                0.9                           0.888
## 1546                  0.9                0.9                           0.887
## 1547                  0.9                0.9                           0.877
## 1548                  0.9                0.9                           0.880
## 1549                  1.0                0.9                           0.874
## 1550                  1.0                0.9                           0.867
## 1551                  1.0                0.9                           0.865
## 1552                  1.0                0.9                           0.860
## 1553                  1.0                1.0                           0.854
## 1554                  1.0                1.0                           0.848
## 1555                  7.1                7.1                           0.511
## 1557                  7.3                7.2                           0.508
## 1574                  6.6                6.5                           0.454
## 1581                  7.4                7.2                           0.371
## 1584                  7.7                7.6                           0.388
## 1587                  7.5                7.3                           0.787
## 1588                  7.6                7.4                           0.783
## 1589                  7.8                7.6                           0.779
## 1590                  7.9                7.7                           0.776
## 1591                  8.0                7.8                           0.774
## 1592                  8.2                8.0                           0.764
## 1593                  8.3                8.2                           0.756
## 1594                  8.5                8.3                           0.747
## 1595                  8.7                8.5                           0.736
## 1596                  8.8                8.6                           0.732
## 1597                  9.0                8.8                           0.734
## 1598                  9.2                8.9                           0.731
## 1599                  9.3                9.1                           0.724
## 1600                  9.5                9.3                           0.723
## 1601                  9.7                9.4                           0.725
## 1602                  9.8                9.6                           0.715
## 1603                 13.6               13.6                           0.701
## 1604                 13.6               13.7                           0.693
## 1605                 13.7               13.8                           0.683
## 1606                 13.8               13.9                           0.675
## 1607                 13.9               14.0                           0.663
## 1608                 14.0               14.1                           0.653
## 1609                 14.1               14.2                           0.651
## 1610                 14.2               14.3                           0.641
## 1611                 14.3               14.4                           0.632
## 1612                 14.3               14.5                           0.622
## 1613                 14.4               14.5                           0.625
## 1614                 14.5               14.6                           0.617
## 1615                 14.6               14.7                           0.601
## 1616                 14.6               14.7                           0.597
## 1617                 14.7               14.8                           0.587
## 1618                 14.8               14.8                           0.577
## 1622                  8.3                8.1                           0.411
## 1629                  9.9                9.7                           0.338
## 1632                  1.5                1.5                           0.308
## 1633                  1.8                1.7                           0.297
## 1634                 11.0                1.9                           0.291
## 1635                  0.8                0.8                           0.853
## 1636                  0.8                0.8                           0.847
## 1637                  0.8                0.7                           0.828
## 1638                  0.8                0.7                           0.821
## 1639                  0.8                0.7                           0.826
## 1640                  0.8                0.7                           0.819
## 1641                  0.8                0.7                           0.815
## 1642                  0.7                0.7                           0.813
## 1643                  0.7                0.7                           0.808
## 1644                  0.7                0.7                           0.809
## 1645                  0.7                0.7                           0.805
## 1646                  0.7                0.7                           0.797
## 1647                  0.7                0.7                           0.790
## 1648                  0.7                0.7                           0.786
## 1649                  0.7                0.7                           0.783
## 1650                  0.8                0.7                           0.779
## 1652                  7.8                7.5                           0.513
## 1653                  8.0                7.7                           0.509
## 1654                  8.1                7.9                           0.501
## 1655                  8.3                8.1                           0.491
## 1667                  1.9                1.7                           0.443
## 1668                  6.9                6.8                           0.779
## 1669                  7.0                6.9                           0.769
## 1670                  7.0                7.0                           0.765
## 1684                  1.5                1.5                           0.758
## 1685                  1.6                1.5                           0.754
## 1686                  1.6                1.5                           0.753
## 1687                  1.6                1.5                           0.748
## 1688                  1.6                1.6                           0.745
## 1689                  1.6                1.6                           0.739
## 1690                  1.7                1.6                           0.738
## 1691                  1.7                1.6                           0.735
## 1692                  1.7                1.7                           0.731
## 1693                  1.8                1.7                           0.723
## 1694                  1.8                1.7                           0.719
## 1695                  1.8                1.8                           0.714
## 1696                  1.9                1.8                           0.708
## 1697                  1.9                1.8                           0.703
## 1698                  1.9                1.9                           0.700
## 1699                  2.0                1.9                           0.694
## 1712                  0.2                0.2                           0.612
## 1713                  0.2                0.2                           0.608
## 1722                  2.2                2.3                           0.693
## 1725                  2.2                2.4                           0.661
## 1733                  1.8                1.8                           0.804
## 1734                  1.8                1.9                           0.803
## 1735                  1.8                1.9                           0.799
## 1736                  1.9                1.9                           0.797
## 1737                  1.9                2.0                           0.792
## 1738                  2.0                2.0                           0.787
## 1739                  2.0                2.1                           0.785
## 1740                  2.1                2.1                           0.774
## 1741                  2.1                2.2                           0.762
## 1742                  2.2                2.2                           0.751
## 1743                  2.3                2.3                           0.746
## 1744                  2.3                2.4                           0.740
## 1745                  2.4                2.4                           0.000
## 1746                  2.5                2.5                           0.000
## 1747                  2.5                2.6                           0.000
## 1748                  2.6                2.7                           0.000
## 1749                  6.4                6.2                           0.645
## 1750                  6.4                6.2                           0.640
## 1751                  6.4                6.2                           0.634
## 1752                  6.3                6.2                           0.623
## 1753                  6.3                6.2                           0.612
## 1754                  6.3                6.2                           0.603
## 1755                  6.4                6.2                           0.596
## 1756                  6.4                6.3                           0.589
## 1757                  6.4                6.3                           0.581
## 1758                  6.4                6.3                           0.575
## 1759                  6.5                6.3                           0.569
## 1760                  6.5                6.4                           0.561
## 1761                  6.6                6.4                           0.551
## 1762                  6.6                6.5                           0.540
## 1764                  6.7                6.6                           0.519
## 1767                  3.6                3.5                           0.405
## 1768                  3.6                3.5                           0.400
## 1769                  3.7                3.6                           0.397
## 1770                  3.7                3.6                           0.390
## 1771                  3.7                3.6                           0.382
## 1772                  3.7                3.7                           0.372
## 1779                  4.1                4.0                           0.298
## 1780                  4.2                4.1                           0.291
## 1782                 12.9               13.1                           0.547
## 1783                 12.9               13.2                           0.540
## 1784                 13.0               13.2                           0.533
## 1785                 13.0               13.3                           0.526
## 1786                 13.1               13.3                           0.515
## 1790                 13.2               13.5                           0.474
## 1803                  1.9                1.9                           0.598
## 1812                 15.7               15.9                           0.559
## 1823                 17.4               18.0                           0.476
## 1824                 17.6               18.2                           0.469
## 1826                 18.0               18.6                           0.457
## 1828                 18.3               19.0                           0.446
## 1830                  1.0                0.9                           0.923
## 1831                  1.0                0.9                           0.923
## 1832                  1.0                0.9                           0.922
## 1833                  1.0                0.9                           0.921
## 1834                  1.0                0.9                           0.911
## 1835                  1.0                0.9                           0.906
## 1836                  1.0                0.9                           0.906
## 1837                  1.0                0.9                           0.905
## 1838                  1.0                1.0                           0.899
## 1839                  1.0                1.0                           0.893
## 1840                  1.0                1.0                           0.888
## 1841                  1.0                1.0                           0.885
## 1842                  1.1                1.0                           0.881
## 1843                  1.1                1.0                           0.882
## 1844                  1.1                1.1                           0.878
## 1845                  1.1                1.1                           0.873
## 1846                  0.4                0.3                           0.913
## 1847                  0.4                0.3                           0.910
## 1848                  0.3                0.3                           0.908
## 1849                  0.3                0.3                           0.904
## 1850                  0.3                0.3                           0.901
## 1851                  0.3                0.3                           0.899
## 1852                  0.3                0.3                           0.895
## 1853                  0.3                0.3                           0.894
## 1854                  0.3                0.3                           0.891
## 1855                  0.3                0.3                           0.888
## 1856                  0.3                0.3                           0.886
## 1857                  0.3                0.3                           0.884
## 1858                  0.3                0.3                           0.881
## 1859                  0.3                0.3                           0.873
## 1860                  0.3                0.3                           0.868
## 1861                  0.3                0.3                           0.864
## 1862                  1.8                1.7                           0.642
## 1863                  1.8                1.7                           0.636
## 1866                  1.8                1.8                           0.620
## 1871                  2.0                1.9                           0.597
## 1878                  9.6                9.4                           0.351
## 1890                 12.3               12.2                           0.266
## 1904                 12.9               12.9                           0.463
## 1905                 13.2               13.2                           0.445
## 1906                 13.5               13.6                           0.000
## 1907                 13.8               13.8                           0.000
## 1908                 14.1               14.1                           0.000
## 1909                 14.3               14.4                           0.000
## 1911                  0.8                0.7                           0.948
## 1912                  0.8                0.7                           0.945
## 1913                  0.8                0.7                           0.942
## 1914                  0.7                0.7                           0.941
## 1915                  0.7                0.7                           0.939
## 1916                  0.7                0.7                           0.936
## 1917                  0.7                0.7                           0.936
## 1918                  0.7                0.7                           0.936
## 1919                  0.7                0.7                           0.934
## 1920                  0.8                0.7                           0.931
## 1921                  0.8                0.7                           0.929
## 1922                  0.8                0.7                           0.924
## 1923                  0.8                0.7                           0.918
## 1924                  0.8                0.7                           0.916
## 1925                  0.8                0.7                           0.917
## 1926                  0.8                0.7                           0.911
## 1927                  7.1                6.9                           0.795
## 1928                  7.1                6.9                           0.796
## 1929                  7.0                6.8                           0.796
## 1930                  7.0                6.8                           0.797
## 1931                  6.9                6.8                           0.797
## 1932                  6.9                6.8                           0.797
## 1933                  6.9                6.8                           0.782
## 1934                  6.9                6.8                           0.765
## 1935                  7.0                6.8                           0.753
## 1936                  7.0                6.8                           0.748
## 1937                  7.0                6.8                           0.742
## 1938                  7.1                6.8                           0.734
## 1939                  7.1                6.8                           0.725
## 1940                  7.1                6.8                           0.716
## 1941                  7.1                6.9                           0.705
## 1942                  7.2                6.9                           0.000
## 1953                 21.2               21.7                           0.487
## 1958                 22.2               22.6                           0.445
## 1960                  1.9                1.8                           0.785
## 1961                  1.9                1.8                           0.780
## 1962                  1.9                1.9                           0.773
## 1963                  1.9                1.9                           0.765
## 1964                  2.0                1.9                           0.758
## 1965                  2.0                1.9                           0.756
## 1966                  2.0                1.9                           0.755
## 1967                  2.0                2.0                           0.750
## 1968                  2.1                2.0                           0.743
## 1969                  2.1                2.0                           0.744
## 1970                  2.1                2.1                           0.740
## 1971                  2.2                2.1                           0.733
## 1972                  2.2                2.2                           0.728
## 1973                  2.3                2.2                           0.725
## 1974                  2.3                2.3                           0.721
## 1975                  2.4                2.3                           0.716
## 1983                  1.4                1.3                           0.469
## 1986                  1.4                1.4                           0.446
## 1992                  2.0                1.9                           0.692
## 1993                  2.0                1.9                           0.688
## 1994                  2.0                1.9                           0.679
## 1995                  2.0                2.0                           0.679
## 1996                  2.1                2.0                           0.675
## 2006                  2.5                2.4                           0.624
## 2008                  1.1                1.1                           0.737
## 2009                  1.1                1.1                           0.735
## 2010                  1.1                1.1                           0.731
## 2011                  1.1                1.1                           0.725
## 2012                  1.1                1.1                           0.721
## 2013                  1.1                1.1                           0.708
## 2014                  1.2                1.2                           0.706
## 2015                  1.2                1.2                           0.700
## 2016                  1.2                1.2                           0.696
## 2017                  1.2                1.2                           0.693
## 2018                  1.3                1.3                           0.692
## 2021                  1.4                1.4                           0.686
## 2022                  1.4                1.4                           0.677
## 2040                  1.9                2.0                           0.852
## 2041                  1.9                2.1                           0.850
## 2042                  2.0                2.1                           0.838
## 2043                  2.0                2.1                           0.834
## 2044                  2.0                2.2                           0.829
## 2045                  2.1                2.2                           0.822
## 2046                  2.1                2.3                           0.818
## 2047                  2.2                2.3                           0.813
## 2048                  2.2                2.4                           0.808
## 2049                  2.3                2.4                           0.803
## 2050                  2.3                2.5                           0.797
## 2051                  2.4                2.5                           0.800
## 2052                  2.4                2.6                           0.796
## 2053                  2.5                2.6                           0.790
## 2054                  2.5                2.7                           0.784
## 2056                  0.7                0.5                           0.841
## 2057                  0.7                0.5                           0.837
## 2058                  0.7                0.5                           0.827
## 2059                  0.7                0.5                           0.824
## 2060                  0.7                0.5                           0.818
## 2061                  0.7                0.5                           0.812
## 2062                  0.7                0.5                           0.809
## 2063                  0.7                0.5                           0.804
## 2064                  0.7                0.5                           0.797
## 2065                  0.7                0.5                           0.793
## 2066                  0.7                0.6                           0.790
## 2067                  0.7                0.6                           0.792
## 2068                  0.7                0.6                           0.789
## 2069                  0.8                0.6                           0.788
## 2070                  0.8                0.6                           0.782
## 2071                  0.8                0.6                           0.777
## 2072                  5.2                4.9                           0.855
## 2073                  5.2                4.8                           0.854
## 2074                  5.1                4.7                           0.843
## 2075                  5.1                4.7                           0.837
## 2076                  5.1                4.6                           0.827
## 2077                  5.0                4.6                           0.825
## 2078                  5.0                4.6                           0.828
## 2079                  5.0                4.5                           0.825
## 2080                  4.9                4.5                           0.830
## 2081                  4.9                4.5                           0.835
## 2082                  4.8                4.5                           0.830
## 2083                  4.8                4.5                           0.826
## 2084                  4.8                4.5                           0.815
## 2085                  4.8                4.5                           0.807
## 2086                  4.8                4.5                           0.809
## 2087                  4.8                4.5                           0.808
## 2088                  1.5                1.0                              NA
## 2089                  1.5                1.0                              NA
## 2090                  1.5                1.0                              NA
## 2091                  1.5                1.0                              NA
## 2092                  1.5                1.0                              NA
## 2093                  1.5                1.0                              NA
## 2094                  1.5                1.0                              NA
## 2095                  1.5                1.0                              NA
## 2096                  1.5                1.0                              NA
## 2097                  1.5                1.0                              NA
## 2098                  1.6                1.0                              NA
## 2099                  1.6                1.0                              NA
## 2100                  1.6                1.0                              NA
## 2101                  1.6                1.1                              NA
## 2102                  1.6                1.1                              NA
## 2103                  1.6                1.1                              NA
## 2120                  2.5                2.7                           0.798
## 2121                  2.6                2.8                           0.797
## 2122                  2.7                2.9                           0.794
## 2123                  2.8                3.0                           0.797
## 2124                  2.9                3.1                           0.798
## 2145                  2.4                2.7                           0.754
## 2150                  2.8                3.0                           0.720
## 2151                  2.9                3.0                           0.709
## 2153                  5.8                5.8                           0.488
## 2157                  6.5                6.3                           0.454
## 2162                  6.8                7.0                           0.388
## 2164                  7.0                7.3                           0.359
## 2169                  4.3                4.3                           0.735
## 2170                  4.3                4.3                           0.723
## 2171                  4.3                4.3                           0.734
## 2172                  4.3                4.3                           0.735
## 2173                  4.3                4.3                           0.733
## 2174                  4.3                4.3                           0.724
## 2175                  4.3                4.4                           0.717
## 2176                  4.3                4.4                           0.710
## 2179                  4.4                4.4                           0.689
## 2189                  3.5                3.5                           0.712
## 2193                  3.6                3.6                           0.702
## 2201                  0.2                0.1                           0.702
## 2202                  0.2                0.1                           0.701
## 2203                  0.2                0.1                           0.700
## 2204                  0.2                0.1                           0.698
## 2205                  0.2                0.1                           0.693
## 2206                  0.2                0.2                           0.690
## 2208                  0.2                0.2                           0.688
## 2209                  0.2                0.2                           0.682
## 2211                  0.2                0.2                           0.671
## 2216                  0.2                0.2                           0.640
## 2218                  5.5                5.3                           0.565
## 2223                  6.1                6.0                           0.542
## 2224                  6.3                6.2                           0.533
## 2227                  6.9                6.8                           0.521
## 2234                  7.8                7.6                           0.845
## 2235                  7.7                7.5                           0.841
## 2236                  7.6                7.5                           0.830
## 2237                  7.5                7.4                           0.818
## 2238                  7.4                7.4                           0.804
## 2239                  7.3                7.4                           0.792
## 2240                  7.3                7.3                           0.787
## 2241                  7.2                7.3                           0.779
## 2242                  7.2                7.3                           0.773
## 2243                  7.2                7.3                           0.767
## 2244                  7.2                7.3                           0.761
## 2245                  7.2                7.3                           0.754
## 2246                  7.2                7.3                           0.747
## 2247                  7.3                7.3                           0.745
## 2248                  7.3                7.3                           0.742
## 2249                  7.3                7.4                           0.737
## 2253                  1.0                9.9                           0.463
## 2254                  1.2                1.1                           0.455
## 2258                 11.0                1.9                           0.425
## 2265                 12.3               12.3                           0.378
## 2266                  2.0                2.0                           0.775
## 2267                  2.1                2.1                           0.771
## 2268                  2.1                2.1                           0.766
## 2269                  2.1                2.1                           0.767
## 2270                  2.2                2.2                           0.757
## 2271                  2.2                2.3                           0.755
## 2272                  2.3                2.3                           0.754
## 2273                  2.3                2.4                           0.749
## 2274                  2.4                2.4                           0.743
## 2275                  2.5                2.5                           0.739
## 2276                  2.5                2.6                           0.730
## 2277                  2.6                2.6                           0.720
## 2278                  2.7                2.7                           0.715
## 2279                  2.7                2.8                           0.715
## 2280                  2.8                2.8                           0.709
## 2281                  2.8                2.9                           0.702
## 2283                  5.7                6.0                           0.766
## 2287                  5.8                6.2                           0.740
## 2300                  7.7                7.6                           0.413
## 2306                  8.9                8.9                           0.357
## 2308                  9.3                9.3                           0.341
## 2310                  9.7                9.8                           0.322
## 2314                  2.2                2.2                           0.924
## 2315                  2.2                2.2                           0.922
## 2316                  2.2                2.2                           0.920
## 2317                  2.2                2.1                           0.917
## 2318                  2.1                2.1                           0.911
## 2319                  2.1                2.1                           0.889
## 2320                  2.1                2.1                           0.887
## 2321                  2.1                2.1                           0.880
## 2322                  2.1                2.0                           0.873
## 2323                  2.1                2.0                           0.839
## 2324                  2.1                2.0                           0.821
## 2325                  2.1                2.0                           0.820
## 2326                  2.1                2.0                           0.819
## 2327                  2.1                2.0                           0.818
## 2328                  2.1                2.0                           0.820
## 2329                  2.1                2.0                           0.810
## 2330                  1.2                1.2                           0.842
## 2331                  1.2                1.2                           0.841
## 2332                  1.2                1.3                           0.838
## 2333                  1.2                1.3                           0.835
## 2334                  1.2                1.3                           0.829
## 2335                  1.3                1.3                           0.822
## 2336                  1.3                1.4                           0.820
## 2337                  1.3                1.4                           0.813
## 2338                  1.3                1.4                           0.802
## 2339                  1.4                1.5                           0.793
## 2340                  1.4                1.5                           0.784
## 2341                  1.4                1.5                           0.776
## 2342                  1.5                1.6                           0.771
## 2343                  1.5                1.6                           0.763
## 2344                  1.5                1.6                           0.763
## 2345                  1.6                1.7                           0.761
## 2346                  1.4                1.3                           0.888
## 2347                  1.4                1.4                           0.888
## 2348                  1.4                1.4                           0.878
## 2349                  1.5                1.5                           0.877
## 2350                  1.6                1.6                           0.876
## 2351                  1.6                1.6                           0.872
## 2352                  1.7                1.7                           0.873
## 2353                  1.7                1.7                           0.869
## 2354                  1.8                1.8                           0.865
## 2355                  1.8                1.9                           0.858
## 2356                  1.9                2.0                           0.853
## 2357                  2.0                2.0                           0.850
## 2358                  2.0                2.1                           0.843
## 2359                  2.1                2.2                           0.835
## 2360                  2.2                2.2                           0.824
## 2361                  2.2                2.3                           0.818
## 2370                  1.2                1.2                           0.482
## 2371                  1.3                1.3                           0.470
## 2372                  1.3                1.3                           0.465
## 2373                  1.3                1.3                           0.459
## 2375                  1.4                1.4                           0.446
## 2386                  7.3                7.1                              NA
## 2397                  6.0                7.3                           0.644
## 2425                   NA                 NA                           0.000
## 2426                  0.6                0.5                           0.882
## 2427                  0.6                0.5                           0.877
## 2428                  0.6                0.5                           0.874
## 2429                  0.6                0.5                           0.871
## 2430                  0.6                0.5                           0.867
## 2431                  0.6                0.5                           0.860
## 2432                  0.6                0.5                           0.858
## 2433                  0.6                0.5                           0.854
## 2434                  0.6                0.5                           0.849
## 2435                  0.6                0.5                           0.844
## 2436                  0.6                0.5                           0.837
## 2437                  0.6                0.5                           0.833
## 2438                  0.6                0.5                           0.830
## 2439                  0.6                0.5                           0.828
## 2440                  0.6                0.5                           0.825
## 2441                  0.6                0.5                           0.820
## 2442                 15.1               15.0                           0.764
## 2443                 15.2               15.0                           0.760
## 2444                 15.2               15.1                           0.757
## 2445                 15.3               15.2                           0.752
## 2446                 15.3               15.3                           0.746
## 2447                 15.3               15.3                           0.739
## 2450                 15.4               15.5                           0.725
## 2451                 15.4               15.5                           0.718
## 2452                 15.4               15.5                           0.712
## 2454                 15.4               15.5                           0.697
## 2455                 15.4               15.6                           0.699
## 2456                 15.4               15.6                           0.686
## 2467                   NA                 NA                           0.430
## 2479                  3.5                3.4                           0.700
## 2482                  3.5                3.4                           0.684
## 2484                  3.5                3.4                           0.672
## 2496                  5.8                5.9                           0.519
## 2498                  6.5                6.7                           0.508
## 2500                  7.3                7.5                           0.495
## 2501                  7.7                7.9                           0.492
## 2502                  8.2                8.4                           0.493
## 2506                  1.5                1.4                           0.909
## 2507                  1.5                1.3                           0.906
## 2508                  1.4                1.3                           0.904
## 2509                  1.4                1.3                           0.903
## 2510                  1.4                1.3                           0.901
## 2511                  1.3                1.3                           0.895
## 2512                  1.3                1.3                           0.898
## 2513                  1.3                1.3                           0.897
## 2514                  1.3                1.3                           0.895
## 2515                  1.3                1.3                           0.892
## 2516                  1.3                1.3                           0.890
## 2517                  1.3                1.3                           0.888
## 2518                  1.3                1.3                           0.882
## 2519                  1.3                1.3                           0.880
## 2520                  1.3                1.3                           0.877
## 2521                  1.4                1.3                           0.873
## 2522                  0.4                0.3                           0.938
## 2523                  0.4                0.3                           0.936
## 2524                  0.4                0.3                           0.934
## 2525                  0.5                0.3                           0.932
## 2526                  0.5                0.3                           0.932
## 2527                  0.5                0.4                           0.920
## 2528                  0.5                0.4                           0.916
## 2529                  0.5                0.4                           0.914
## 2530                  0.5                0.4                           0.911
## 2531                  0.6                0.4                           0.904
## 2532                  0.6                0.4                           0.899
## 2533                  0.6                0.4                           0.895
## 2534                  0.6                0.5                           0.889
## 2535                  0.6                0.5                           0.890
## 2536                  0.7                0.5                           0.888
## 2537                  0.7                0.5                           0.879
## 2540                  6.3                6.1                           0.635
## 2541                  6.3                6.1                           0.645
## 2543                  6.4                6.1                           0.650
## 2544                  6.4                6.2                           0.648
## 2545                  6.4                6.2                           0.651
## 2546                  6.4                6.2                           0.644
## 2547                  6.4                6.3                           0.636
## 2548                  6.5                6.3                           0.624
## 2549                  6.5                6.3                           0.610
## 2550                  6.6                6.4                           0.599
## 2551                  6.6                6.5                           0.596
## 2552                  6.7                6.5                           0.589
## 2553                  6.8                6.6                           0.588
## 2570                  7.7                7.7                           0.738
## 2576                  8.3                8.5                           0.706
## 2586                  2.1                2.1                           0.746
## 2587                  2.2                2.2                           0.743
## 2588                  2.2                2.2                           0.741
## 2589                  2.2                2.2                           0.739
## 2590                  2.2                2.3                           0.735
## 2591                  2.3                2.3                           0.732
## 2592                  2.3                2.4                           0.730
## 2593                  2.4                2.4                           0.714
## 2594                  2.4                2.5                           0.709
## 2595                  2.5                2.5                           0.703
## 2596                  2.5                2.6                           0.000
## 2597                  2.6                2.6                           0.000
## 2598                  2.7                2.7                           0.000
## 2599                  2.7                2.7                           0.000
## 2600                  2.8                2.8                           0.000
## 2601                  2.8                2.8                           0.000
## 2612                 12.0               11.9                           0.492
## 2614                 12.1               12.1                           0.485
## 2622                  7.1                7.0                           0.457
## 2634                  0.1                0.1                           0.718
## 2635                  0.1                0.1                           0.716
## 2636                  0.1                0.1                           0.718
## 2637                  0.1                0.1                           0.717
## 2638                  0.1                0.1                           0.712
## 2639                  0.1                0.1                           0.707
## 2640                  0.1                0.1                           0.703
## 2641                  0.1                0.1                           0.698
## 2642                  0.1                0.1                           0.698
## 2643                  0.1                0.1                           0.695
## 2644                  0.1                0.1                           0.694
## 2650                  5.7                5.9                           0.779
## 2661                  6.3                6.8                           0.736
## 2666                  6.5                6.4                           0.723
## 2667                  6.5                6.4                           0.722
## 2668                  6.4                6.3                           0.720
## 2669                  6.4                6.3                           0.717
## 2670                  6.4                6.3                           0.714
## 2671                  6.3                6.3                           0.710
## 2672                  6.3                6.3                           0.706
## 2673                  6.3                6.3                           0.701
## 2674                  6.3                6.3                           0.695
## 2675                  6.3                6.3                           0.689
## 2676                  6.4                6.3                           0.683
## 2677                  6.4                6.3                           0.673
## 2678                  6.4                6.3                           0.667
## 2679                  6.5                6.4                           0.662
## 2680                  6.5                6.4                           0.654
## 2681                  6.6                6.5                           0.646
## 2682                  4.9                4.8                           0.764
## 2683                  4.9                4.7                           0.759
## 2684                  4.9                4.7                           0.754
## 2685                  4.9                4.7                           0.750
## 2686                  4.9                4.7                           0.737
## 2687                  4.9                4.7                           0.715
## 2688                  4.9                4.8                           0.709
## 2689                  5.0                4.8                           0.705
## 2690                  5.0                4.8                           0.697
## 2691                  5.0                4.8                           0.687
## 2692                  5.0                4.9                           0.681
## 2693                  5.1                4.9                           0.675
## 2694                  5.1                5.0                           0.668
## 2695                  5.2                5.0                           0.658
## 2696                  5.2                5.1                           0.653
## 2697                  5.3                5.2                           0.641
## 2701                  3.2                3.3                           0.672
## 2716                  5.7                5.6                           0.483
## 2722                  6.2                6.2                           0.453
## 2723                  6.3                6.3                           0.442
## 2724                  6.4                6.4                           0.434
## 2727                  6.7                6.7                           0.418
## 2732                  2.3                2.4                           0.746
## 2734                  2.4                2.4                           0.739
## 2735                  2.4                2.5                           0.734
## 2747                  5.3                5.1                           0.836
## 2748                  5.2                5.0                           0.832
## 2749                  5.2                5.0                           0.829
## 2750                  5.1                5.0                           0.826
## 2751                  5.1                4.9                           0.824
## 2752                  5.1                4.9                           0.826
## 2753                  5.1                4.9                           0.831
## 2754                  5.1                4.9                           0.829
## 2755                  5.1                4.9                           0.826
## 2756                  5.1                4.9                           0.823
## 2757                  5.1                4.9                           0.818
## 2758                  5.2                4.9                           0.813
## 2759                  5.2                5.0                           0.808
## 2760                  5.3                5.0                           0.803
## 2761                  5.3                5.1                           0.798
## 2762                  5.4                5.1                           0.791
## 2763                  0.8                0.6                              NA
## 2764                  0.8                0.5                              NA
## 2765                  0.8                0.5                              NA
## 2766                  0.8                0.5                              NA
## 2767                  0.8                0.5                              NA
## 2768                  0.8                0.5                              NA
## 2769                  0.8                0.5                              NA
## 2770                  0.8                0.5                              NA
## 2771                  0.7                0.5                              NA
## 2772                  0.7                0.5                              NA
## 2773                  0.7                0.5                              NA
## 2774                  0.7                0.5                              NA
## 2775                  0.7                0.5                              NA
## 2776                  0.7                0.5                              NA
## 2777                  0.7                0.5                              NA
## 2778                  0.7                0.5                              NA
## 2780                  6.8                6.6                              NA
## 2784                  7.1                7.1                              NA
## 2792                  8.0                8.0                              NA
## 2793                  8.2                8.1                              NA
## 2795                  0.8                0.6                              NA
## 2796                  0.8                0.6                              NA
## 2797                  0.7                0.6                              NA
## 2798                  0.7                0.6                              NA
## 2799                  0.7                0.6                              NA
## 2800                  0.7                0.6                              NA
## 2801                  0.7                0.6                              NA
## 2802                  0.7                0.6                              NA
## 2803                  0.7                0.6                              NA
## 2804                  0.7                0.6                              NA
## 2805                  0.7                0.6                              NA
## 2806                  0.7                0.6                              NA
## 2807                  0.7                0.6                              NA
## 2808                  0.8                0.6                              NA
## 2809                  0.8                0.6                              NA
## 2810                  0.8                0.7                              NA
## 2811                  1.5                1.4                           0.794
## 2812                  1.5                1.4                           0.791
## 2813                  1.5                1.4                           0.788
## 2814                  1.5                1.5                           0.784
## 2815                  1.5                1.5                           0.780
## 2816                  1.5                1.5                           0.777
## 2817                  1.5                1.5                           0.774
## 2818                  1.6                1.5                           0.770
## 2819                  1.6                1.5                           0.760
## 2820                  1.6                1.6                           0.756
## 2821                  1.6                1.6                           0.753
## 2822                  1.7                1.6                           0.750
## 2823                  1.7                1.6                           0.747
## 2824                  1.7                1.7                           0.746
## 2825                  1.8                1.7                           0.742
## 2826                  1.8                1.7                           0.738
## 2843                  1.5                1.4                           0.598
## 2844                  1.5                1.4                           0.596
## 2845                  1.5                1.4                           0.591
## 2846                  1.5                1.4                           0.592
## 2847                  1.5                1.4                           0.591
## 2848                  1.5                1.4                           0.590
## 2849                  1.5                1.5                           0.589
## 2858                  1.7                1.7                           0.000
## 2875                 14.2               14.5                           0.678
## 2876                 14.3               14.7                           0.675
## 2877                 14.3               14.9                           0.668
## 2878                 14.4               15.0                           0.662
## 2879                 14.4               15.2                           0.655
## 2880                 14.5               15.4                           0.647
## 2881                 14.6               15.5                           0.641
## 2882                 14.7               15.7                           0.633
## 2883                 14.9               15.8                           0.625
## 2884                 15.1               15.9                           0.618
## 2885                 15.3               16.0                           0.609
## 2886                 15.4               16.1                           0.601
## 2887                 15.6               16.2                           0.592
## 2888                 15.6               16.3                           0.584
## 2889                 15.7               16.4                           0.576
## 2890                 15.8               16.4                           0.569
## 2899                 13.8               13.8                           0.477
## 2904                 14.0               14.0                           0.450
## 2907                  6.3                6.1                           0.576
## 2914                  6.8                6.7                           0.504
## 2919                  7.3                7.2                           0.443
## 2920                  7.4                7.3                           0.433
## 2931                  8.2                8.2                           0.414
## 2932                  8.6                8.6                           0.408
## 2936                  1.2                1.3                           0.427
##      Schooling
## 14         6.2
## 17        14.2
## 18        14.2
## 19        14.2
## 20        14.2
## 21        13.3
## 22        12.5
## 23        12.2
## 24        12.0
## 25        11.6
## 26        11.4
## 27        10.8
## 28        10.9
## 29        10.7
## 30        10.7
## 31        10.6
## 32        10.7
## 33        14.4
## 34        14.4
## 35        14.4
## 36        14.4
## 37        14.0
## 38        13.6
## 39        13.1
## 40        12.6
## 41        12.3
## 42        12.3
## 43        12.0
## 44        11.7
## 45        11.5
## 46        11.1
## 47        10.9
## 48        10.7
## 63         5.1
## 64         4.6
## 65        13.9
## 66        13.9
## 67        13.9
## 68        13.8
## 69        14.1
## 70        14.1
## 71        14.2
## 72        14.4
## 73        14.5
## 74        14.7
## 75         0.0
## 76         0.0
## 81        17.3
## 82        17.3
## 83        17.3
## 84        17.2
## 85        17.1
## 86        16.8
## 87        16.5
## 88        16.3
## 89        16.3
## 90        16.1
## 91        16.3
## 92        16.3
## 93        16.4
## 94        16.3
## 95        15.6
## 96        15.0
## 97        12.7
## 98        12.7
## 99        12.7
## 100       12.7
## 101       12.7
## 102       12.3
## 103       11.9
## 104       12.3
## 105       11.7
## 106       11.2
## 107       10.9
## 108       10.9
## 109       10.8
## 110       10.8
## 111       11.1
## 112       11.2
## 113       20.4
## 114       20.4
## 115       20.3
## 116       20.1
## 117       19.8
## 118       19.5
## 119       19.1
## 120       19.1
## 121       19.0
## 122       20.3
## 123       20.3
## 124       20.7
## 125       20.6
## 126       20.1
## 127       20.5
## 128       20.4
## 129       15.9
## 130       15.9
## 131       15.7
## 132       15.7
## 133       15.7
## 134       15.4
## 135       15.3
## 136       15.1
## 137       15.2
## 138       15.0
## 139       14.9
## 140       14.7
## 141       14.7
## 142       16.1
## 143       15.5
## 144       15.4
## 145       12.7
## 146       12.2
## 147       11.9
## 148       11.8
## 149       11.7
## 150       11.7
## 151       11.6
## 152       11.6
## 153       11.6
## 158       10.6
## 160       10.1
## 161       12.6
## 162       12.6
## 174       12.1
## 177       14.5
## 178       14.5
## 179       14.5
## 180       14.5
## 181       14.4
## 182       14.4
## 183       14.4
## 184       14.4
## 185       14.4
## 186       14.2
## 187       14.0
## 188       13.9
## 189       13.7
## 190       13.5
## 191       13.3
## 192       13.2
## 193       10.2
## 194       10.0
## 195       10.0
## 196        9.9
## 197        9.4
## 198        8.9
## 199        8.4
## 200        8.6
## 209       15.3
## 210       15.3
## 211       15.3
## 212       15.3
## 213       15.5
## 214       15.8
## 215       15.5
## 216       15.3
## 217       15.0
## 218       14.8
## 219       14.6
## 220       14.4
## 221       14.2
## 222       14.0
## 223       14.0
## 224       14.0
## 227       15.7
## 241       16.6
## 242       16.3
## 243       16.3
## 244       16.2
## 245       16.1
## 246       15.9
## 247       15.8
## 248       15.8
## 249       15.8
## 250       15.7
## 251       15.7
## 252       18.8
## 253       18.6
## 254       18.8
## 255       18.2
## 256       18.0
## 259       12.9
## 269       12.2
## 271       11.8
## 303        7.6
## 310       13.8
## 311       13.8
## 317       14.4
## 321       14.2
## 322       14.2
## 323       14.2
## 324       13.9
## 325       13.4
## 326       13.3
## 327       13.3
## 328       13.1
## 329       12.9
## 330       12.7
## 331       12.5
## 332       12.3
## 333       12.1
## 334       11.9
## 335       11.6
## 336        0.0
## 340       12.5
## 353       15.2
## 354       15.2
## 355       14.2
## 356       14.2
## 364       14.0
## 369       14.9
## 370       15.0
## 371       14.9
## 372       14.4
## 373       14.1
## 374       14.2
## 375       14.1
## 376       14.2
## 377       14.3
## 378       14.3
## 379       14.1
## 380       13.7
## 381       13.4
## 382       13.3
## 383       13.4
## 384       13.4
## 385       15.0
## 386       14.8
## 387       14.4
## 388       14.3
## 389       14.2
## 390       13.9
## 395       13.5
## 399       12.9
## 401        7.7
## 403        7.5
## 410        4.7
## 419       10.5
## 422        9.3
## 424        7.9
## 434         NA
## 449       13.5
## 450       13.5
## 451       13.6
## 452       13.2
## 453       13.1
## 454       12.7
## 455       12.4
## 456       12.2
## 457       11.9
## 458       11.9
## 459       11.2
## 460       11.1
## 461       11.3
## 462       11.3
## 469       10.7
## 473       10.3
## 486        9.7
## 491        8.3
## 494        8.4
## 495        7.1
## 497       16.3
## 498       15.9
## 499       15.9
## 500       15.9
## 501       15.9
## 502       15.9
## 503       15.9
## 504       15.8
## 505       15.8
## 506       15.8
## 507       15.8
## 508       15.8
## 509       15.8
## 510       15.8
## 511       15.8
## 512       15.9
## 522        6.0
## 525        5.6
## 526        5.4
## 527        5.3
## 528        5.2
## 535        6.3
## 539        5.6
## 540        5.6
## 541        5.4
## 542        5.1
## 543        4.9
## 544        4.7
## 545       16.3
## 546       16.2
## 547       15.6
## 548       15.5
## 549       15.4
## 550       15.2
## 551       15.3
## 552       15.2
## 553       14.8
## 554       14.9
## 555       14.6
## 556       14.3
## 557       14.0
## 558       13.9
## 559       13.7
## 560       13.5
## 561       13.5
## 562       13.1
## 563       12.7
## 564       12.4
## 565       12.8
## 566       12.5
## 567       12.2
## 568       11.9
## 569       11.4
## 570       11.0
## 571       10.6
## 572       10.2
## 573        9.9
## 574        9.7
## 575        9.6
## 576        9.5
## 577       13.6
## 578       13.6
## 579       13.3
## 580       13.2
## 581       13.0
## 582       12.8
## 583       12.4
## 584       12.2
## 585       11.9
## 586       11.5
## 587       11.1
## 588       11.3
## 589       11.6
## 594       11.1
## 620        9.2
## 626       14.2
## 627       13.9
## 628       13.7
## 629       13.6
## 630       13.4
## 631       13.3
## 632       13.1
## 633       12.9
## 634       12.8
## 635       12.6
## 636       12.4
## 637       12.2
## 638       12.1
## 639       11.9
## 640       11.7
## 641       11.6
## 642       15.3
## 643       15.1
## 644       14.9
## 645       14.6
## 646       14.5
## 647       14.2
## 648       14.2
## 649       14.3
## 650       14.3
## 651       13.9
## 652       13.6
## 653       13.3
## 654       12.9
## 655       12.6
## 656       12.3
## 657       12.2
## 658       13.9
## 659       14.0
## 660       14.7
## 661       15.7
## 662       16.5
## 663       17.6
## 664       17.7
## 665       17.1
## 666       16.0
## 667       14.7
## 668       14.2
## 669       13.2
## 670       12.9
## 671       12.5
## 672       12.3
## 673       12.1
## 674       14.3
## 675       14.0
## 676       13.8
## 677       13.8
## 678       13.8
## 679       14.6
## 680       14.1
## 681       13.7
## 682       13.5
## 683       13.4
## 684       13.5
## 685       13.4
## 686       13.0
## 687       12.5
## 688       12.4
## 689       12.5
## 690         NA
## 691         NA
## 692         NA
## 693         NA
## 694         NA
## 695         NA
## 696         NA
## 697         NA
## 698         NA
## 699         NA
## 700         NA
## 701         NA
## 702         NA
## 703         NA
## 704         NA
## 705         NA
## 706         NA
## 707         NA
## 708         NA
## 709         NA
## 731         NA
## 736         NA
## 738       19.2
## 739       19.2
## 740       18.7
## 741       18.4
## 742       16.9
## 743       16.8
## 744       16.8
## 745       16.8
## 746       16.7
## 747       16.9
## 748       16.6
## 749       16.5
## 750       16.3
## 751       16.6
## 752       16.2
## 753       16.5
## 763        4.3
## 775       13.0
## 781       12.6
## 783       12.4
## 787       14.0
## 788       14.0
## 789       13.4
## 790       13.3
## 791       13.2
## 792       13.1
## 793       13.1
## 794       13.0
## 795       12.9
## 796       12.8
## 798       12.7
## 825       12.8
## 827       12.9
## 831       12.0
## 832       11.8
## 835        9.2
## 836        9.2
## 841        9.1
## 861        5.4
## 867       16.5
## 868       16.5
## 869       16.5
## 870       16.5
## 871       16.4
## 872       16.2
## 891        7.1
## 900       15.2
## 904       14.6
## 905       14.5
## 906       14.3
## 907       14.2
## 911       13.3
## 912       13.3
## 915       17.0
## 916       17.0
## 917       17.0
## 918       17.0
## 919       16.9
## 920       16.8
## 921       17.0
## 922       17.1
## 923       17.2
## 924       17.2
## 925       17.1
## 926       18.3
## 927       18.1
## 928       18.0
## 929       17.7
## 930       17.3
## 931       16.3
## 932       16.2
## 933       16.2
## 934       16.1
## 935       16.1
## 936       16.0
## 937       16.0
## 938       16.1
## 939       16.1
## 940       16.1
## 941       15.5
## 942       15.5
## 943       15.4
## 944       15.5
## 945       15.6
## 946       15.7
## 953       12.4
## 957       12.4
## 959       12.3
## 961       12.3
## 977        6.8
## 978        6.5
## 979       13.9
## 980       13.5
## 981       13.5
## 982       13.4
## 983       13.3
## 984       13.3
## 985       12.8
## 986       13.1
## 987       12.5
## 988       12.6
## 989       12.2
## 990       12.0
## 991       11.8
## 992       11.8
## 993       11.7
## 994       11.4
## 995       17.1
## 996       17.0
## 997       16.9
## 998       16.9
## 999       16.8
## 1000      16.7
## 1001      16.7
## 1002      16.6
## 1003      16.6
## 1004      16.5
## 1005      16.4
## 1006      16.4
## 1007      16.3
## 1008      16.3
## 1009      16.2
## 1010      16.2
## 1019       9.1
## 1022       7.7
## 1023       7.9
## 1024       7.6
## 1025       8.0
## 1026       7.7
## 1027      17.2
## 1028      17.2
## 1029      17.1
## 1030      16.8
## 1031      16.7
## 1032      16.4
## 1033      16.2
## 1034      15.9
## 1035      16.4
## 1036      16.3
## 1037      15.6
## 1038      15.3
## 1039      15.2
## 1040      14.6
## 1041      14.2
## 1042      13.9
## 1043      15.8
## 1044      15.8
## 1045      15.8
## 1046      15.8
## 1047      15.8
## 1066      10.4
## 1068       9.8
## 1069       9.6
## 1070       9.3
## 1071       9.0
## 1072       8.8
## 1079       8.4
## 1082       7.9
## 1083       7.6
## 1099       8.8
## 1100       8.3
## 1101       8.0
## 1102       7.7
## 1103       7.4
## 1104       7.1
## 1105       6.7
## 1106       6.4
## 1110      10.6
## 1116      11.7
## 1123       9.1
## 1132       8.3
## 1133       8.2
## 1134       8.1
## 1135       8.1
## 1136       8.0
## 1137       7.9
## 1138       7.8
## 1139      11.2
## 1140      11.4
## 1141      11.6
## 1147      10.9
## 1155      15.6
## 1156      15.8
## 1157      15.4
## 1158      15.4
## 1159      15.4
## 1166      15.3
## 1171      19.0
## 1172      19.0
## 1173      19.0
## 1174      18.7
## 1175      18.6
## 1176      18.4
## 1177      18.4
## 1178      18.2
## 1179      18.2
## 1180      18.1
## 1181      17.9
## 1182      18.3
## 1183      17.6
## 1184      17.2
## 1185      17.1
## 1186      16.8
## 1190      11.3
## 1193      10.5
## 1194      10.2
## 1195       9.9
## 1196       9.7
## 1211      11.0
## 1213      11.1
## 1219      14.8
## 1220      14.9
## 1221      15.0
## 1222      13.6
## 1223      13.1
## 1224      12.9
## 1225      12.8
## 1226      12.1
## 1227      11.8
## 1228      11.4
## 1229      11.4
## 1230      11.8
## 1232      11.9
## 1233      11.6
## 1234      11.6
## 1237      10.3
## 1238      10.5
## 1239      10.4
## 1240      10.4
## 1241      10.3
## 1245      10.1
## 1246       9.8
## 1248       9.1
## 1249       8.7
## 1250       8.6
## 1251      18.6
## 1252      18.6
## 1253      18.6
## 1254      18.5
## 1255      18.5
## 1256      18.2
## 1257      17.9
## 1258      17.9
## 1259      17.6
## 1260      17.6
## 1261      17.5
## 1262      17.1
## 1263      16.8
## 1264      16.5
## 1265      16.4
## 1266      16.2
## 1267      16.0
## 1268      16.0
## 1269      15.9
## 1270      15.9
## 1271      15.8
## 1272      15.7
## 1273      15.6
## 1274      15.8
## 1275      15.7
## 1276      15.7
## 1277      15.8
## 1278      15.9
## 1279      16.0
## 1280      15.3
## 1281      15.1
## 1282      15.2
## 1283      16.3
## 1284      16.3
## 1285      16.5
## 1286      16.6
## 1287      16.4
## 1288      16.4
## 1289      16.3
## 1290      16.3
## 1291      16.1
## 1292      16.0
## 1293      15.8
## 1294      15.6
## 1295      15.4
## 1296      15.2
## 1297      14.9
## 1298      14.8
## 1299      12.8
## 1300      12.8
## 1301      12.8
## 1302      12.8
## 1303      12.8
## 1304      12.7
## 1305      12.7
## 1306      12.6
## 1307      12.5
## 1308      12.5
## 1315      15.3
## 1316      15.3
## 1317      15.3
## 1318      15.3
## 1319      15.1
## 1320      15.1
## 1321      15.0
## 1322      15.0
## 1323      15.0
## 1324      14.9
## 1325      14.9
## 1326      14.8
## 1327      14.8
## 1328      14.7
## 1329      14.6
## 1330      14.5
## 1331      13.1
## 1332      13.1
## 1333      13.1
## 1334      12.9
## 1335      13.1
## 1336      13.2
## 1337      13.6
## 1338      13.6
## 1339      13.6
## 1340      13.7
## 1341      13.8
## 1342      13.5
## 1343      13.2
## 1344      13.0
## 1345      12.7
## 1346      12.6
## 1348      15.0
## 1349      15.0
## 1380      11.9
## 1381      11.9
## 1382      11.9
## 1383      11.9
## 1384      11.9
## 1385      11.9
## 1386      11.6
## 1395      13.3
## 1396      13.0
## 1397      13.1
## 1398      13.2
## 1399      13.4
## 1400      13.5
## 1401      13.6
## 1402      13.8
## 1403      13.9
## 1404      14.1
## 1405      14.2
## 1406      14.4
## 1407      14.1
## 1408      13.9
## 1409      14.0
## 1410      14.1
## 1412      12.8
## 1414      12.3
## 1417      12.4
## 1429      10.4
## 1430      10.2
## 1436       9.0
## 1448      16.0
## 1454      15.5
## 1455      15.2
## 1459      13.3
## 1460      13.3
## 1461      13.3
## 1462      13.3
## 1463      13.2
## 1464      13.3
## 1465      13.2
## 1466      13.1
## 1467      12.9
## 1468      13.2
## 1469      13.7
## 1470      14.2
## 1471      14.8
## 1472      15.2
## 1473      15.0
## 1474      14.9
## 1479      11.0
## 1500      10.0
## 1503      10.3
## 1506       8.7
## 1507      13.4
## 1508      13.4
## 1509      13.4
## 1510      13.7
## 1512      14.3
## 1513      14.6
## 1514      14.8
## 1515      15.1
## 1516      15.4
## 1517      15.7
## 1518      15.9
## 1519      16.0
## 1520      15.8
## 1521      15.7
## 1522      15.5
## 1527      16.7
## 1531      16.4
## 1534      16.3
## 1535      15.8
## 1536      15.3
## 1537      14.7
## 1538      14.0
## 1539      13.9
## 1540      13.9
## 1541      13.9
## 1542      13.9
## 1543      13.9
## 1544      13.7
## 1545      13.5
## 1546      13.5
## 1547      13.5
## 1548      13.5
## 1549      13.5
## 1550      13.5
## 1551      13.6
## 1552      13.5
## 1553      13.4
## 1554      13.5
## 1555      10.3
## 1557      10.3
## 1574      10.7
## 1581       9.7
## 1584      10.4
## 1587      13.1
## 1588      13.0
## 1589      12.9
## 1590      12.9
## 1591      13.0
## 1592      12.8
## 1593      12.6
## 1594      12.5
## 1595      12.3
## 1596      12.7
## 1597      12.9
## 1598      12.7
## 1599      12.1
## 1600      12.0
## 1601      11.9
## 1602      11.6
## 1603      12.7
## 1604      12.7
## 1605      12.4
## 1606      12.1
## 1607      11.8
## 1608      11.6
## 1609      11.8
## 1610      11.8
## 1611      11.9
## 1612      12.0
## 1613      12.1
## 1614      12.2
## 1615      11.8
## 1616      12.0
## 1617      11.8
## 1618      11.3
## 1622       7.7
## 1629       5.8
## 1632       4.9
## 1633       4.6
## 1634       4.4
## 1635      14.6
## 1636      14.3
## 1637      14.2
## 1638      14.1
## 1639      14.8
## 1640      14.6
## 1641      14.4
## 1642      14.6
## 1643      14.4
## 1644      14.8
## 1645      14.8
## 1646      14.2
## 1647      13.8
## 1648      13.8
## 1649      13.7
## 1650      13.8
## 1652       8.5
## 1653       8.5
## 1654       8.2
## 1655       7.8
## 1667       6.4
## 1668      15.2
## 1669      14.7
## 1670      14.7
## 1684      13.3
## 1685      13.1
## 1686      12.9
## 1687      12.7
## 1688      12.6
## 1689      12.5
## 1690      12.5
## 1691      12.3
## 1692      12.3
## 1693      12.2
## 1694      12.2
## 1695      12.1
## 1696      11.9
## 1697      11.6
## 1698      11.6
## 1699      11.4
## 1712      10.4
## 1713      10.2
## 1722      14.3
## 1725      13.0
## 1733      15.1
## 1734      15.1
## 1735      15.1
## 1736      15.1
## 1737      15.1
## 1738      15.0
## 1739      14.6
## 1740      14.2
## 1741      13.6
## 1742      13.2
## 1743      12.8
## 1744      12.6
## 1745       0.0
## 1746       0.0
## 1747       0.0
## 1748       0.0
## 1749      12.1
## 1750      12.1
## 1751      12.1
## 1752      11.6
## 1753      11.2
## 1754      10.7
## 1755      10.5
## 1756      10.3
## 1757      10.0
## 1758      10.0
## 1759       9.8
## 1760       9.6
## 1761       9.3
## 1762       8.8
## 1764       8.0
## 1767       9.1
## 1768       9.2
## 1769       9.5
## 1770       9.3
## 1771       9.2
## 1772       8.8
## 1779       5.8
## 1780       5.4
## 1782       9.1
## 1783       9.1
## 1784       9.1
## 1785       9.1
## 1786       8.8
## 1790       8.0
## 1803      11.4
## 1812      11.5
## 1823       9.6
## 1824       9.4
## 1826       9.2
## 1828       9.0
## 1830      18.1
## 1831      18.1
## 1832      18.1
## 1833      18.1
## 1834      17.2
## 1835      17.0
## 1836      16.9
## 1837      16.8
## 1838      16.6
## 1839      16.5
## 1840      16.4
## 1841      16.5
## 1842      16.5
## 1843      16.9
## 1844      16.7
## 1845      16.5
## 1846      19.2
## 1847      19.2
## 1848      19.3
## 1849      19.5
## 1850      19.7
## 1851      20.3
## 1852      19.3
## 1853      19.5
## 1854      19.2
## 1855      19.1
## 1856      18.9
## 1857      18.4
## 1858      18.2
## 1859      17.5
## 1860      17.4
## 1861      17.2
## 1862      11.7
## 1863      11.6
## 1866      11.5
## 1871      11.0
## 1878       5.4
## 1890       3.0
## 1904       8.9
## 1905       8.5
## 1906       8.1
## 1907       7.7
## 1908       8.0
## 1909       7.6
## 1911      17.7
## 1912      17.7
## 1913      17.5
## 1914      17.6
## 1915      17.6
## 1916      17.4
## 1917      17.4
## 1918      17.6
## 1919      17.6
## 1920      17.5
## 1921      17.6
## 1922      17.5
## 1923      17.1
## 1924      17.1
## 1925      17.5
## 1926      17.1
## 1927      13.7
## 1928      13.7
## 1929      13.7
## 1930      13.7
## 1931      13.6
## 1932      13.5
## 1933      12.4
## 1934      11.9
## 1935      11.5
## 1936      11.6
## 1937      11.5
## 1938      11.5
## 1939      11.2
## 1940      11.0
## 1941      10.7
## 1942      10.4
## 1953       6.1
## 1958       5.3
## 1960      13.0
## 1961      13.0
## 1962      12.9
## 1963      12.8
## 1964      12.9
## 1965      12.8
## 1966      12.8
## 1967      12.8
## 1968      12.9
## 1969      12.9
## 1970      12.9
## 1971      12.8
## 1972      12.8
## 1973      12.6
## 1974      12.4
## 1975      12.1
## 1983       8.9
## 1986       7.9
## 1992      12.3
## 1993      12.3
## 1994      12.3
## 1995      12.3
## 1996      12.3
## 2006      11.8
## 2008      13.4
## 2009      13.4
## 2010      13.4
## 2011      13.4
## 2012      13.4
## 2013      13.3
## 2014      13.3
## 2015      13.2
## 2016      13.2
## 2017      13.0
## 2018      13.0
## 2021      13.9
## 2022      13.4
## 2040      16.4
## 2041      16.4
## 2042      15.4
## 2043      15.3
## 2044      15.4
## 2045      15.1
## 2046      15.1
## 2047      15.0
## 2048      15.0
## 2049      15.0
## 2050      14.8
## 2051      15.5
## 2052      15.3
## 2053      15.0
## 2054      14.7
## 2056      16.6
## 2057      16.8
## 2058      16.3
## 2059      16.3
## 2060      16.2
## 2061      16.0
## 2062      16.0
## 2063      15.8
## 2064      15.4
## 2065      15.4
## 2066      15.4
## 2067      15.9
## 2068      15.8
## 2069      15.9
## 2070      15.7
## 2071      15.5
## 2072      13.4
## 2073      13.4
## 2074      13.4
## 2075      13.4
## 2076      12.4
## 2077      12.0
## 2078      11.8
## 2079      11.7
## 2080      12.6
## 2081      13.7
## 2082      13.7
## 2083      13.5
## 2084      12.8
## 2085      12.2
## 2086      12.6
## 2087      13.0
## 2088        NA
## 2089        NA
## 2090        NA
## 2091        NA
## 2092        NA
## 2093        NA
## 2094        NA
## 2095        NA
## 2096        NA
## 2097        NA
## 2098        NA
## 2099        NA
## 2100        NA
## 2101        NA
## 2102        NA
## 2103        NA
## 2120      14.7
## 2121      14.7
## 2122      14.7
## 2123      15.3
## 2124      15.7
## 2145      13.8
## 2150      12.5
## 2151      12.1
## 2153      10.8
## 2157      10.0
## 2162       8.8
## 2164       7.6
## 2169      13.1
## 2170      13.1
## 2171      13.1
## 2172      13.0
## 2173      12.9
## 2174      12.8
## 2175      12.7
## 2176      12.6
## 2179      12.2
## 2189      13.3
## 2193      13.3
## 2201      12.9
## 2202      12.9
## 2203      12.9
## 2204      12.9
## 2205      12.9
## 2206      12.9
## 2208      12.9
## 2209      12.9
## 2211      12.6
## 2216      12.1
## 2218      11.2
## 2223      10.6
## 2224      10.1
## 2227      10.2
## 2234      16.1
## 2235      15.8
## 2236      15.2
## 2237      14.5
## 2238      13.9
## 2239      13.3
## 2240      13.0
## 2241      12.8
## 2242      12.7
## 2243      12.5
## 2244      12.4
## 2245      12.3
## 2246      12.2
## 2247      12.1
## 2248      12.0
## 2249      11.8
## 2253       8.3
## 2254       7.9
## 2258       6.8
## 2265       5.2
## 2266      14.4
## 2267      14.3
## 2268      14.1
## 2269      14.0
## 2270      13.5
## 2271      13.6
## 2272      13.6
## 2273      13.5
## 2274      13.5
## 2275      13.4
## 2276      13.2
## 2277      13.1
## 2278      13.0
## 2279      13.2
## 2280      13.1
## 2281      13.0
## 2283      13.2
## 2287      13.2
## 2300       9.3
## 2306       8.2
## 2308       7.8
## 2310       7.4
## 2314      15.4
## 2315      15.4
## 2316      15.4
## 2317      15.4
## 2318      15.2
## 2319      14.5
## 2320      14.4
## 2321      14.2
## 2322      14.1
## 2323      13.9
## 2324      12.6
## 2325      12.7
## 2326      12.7
## 2327      12.6
## 2328      12.7
## 2329      12.5
## 2330      15.0
## 2331      15.1
## 2332      15.0
## 2333      15.0
## 2334      15.0
## 2335      15.0
## 2336      14.9
## 2337      14.8
## 2338      14.5
## 2339      14.3
## 2340      14.0
## 2341      13.8
## 2342      13.6
## 2343      13.3
## 2344      13.3
## 2345      13.0
## 2346      17.3
## 2347      17.6
## 2348      16.8
## 2349      16.8
## 2350      17.0
## 2351      16.9
## 2352      16.9
## 2353      16.9
## 2354      16.8
## 2355      16.7
## 2356      16.3
## 2357      16.6
## 2358      16.1
## 2359      15.6
## 2360      14.7
## 2361      14.6
## 2370       9.0
## 2371       8.4
## 2372       8.3
## 2373       8.1
## 2375       7.3
## 2386        NA
## 2397      12.8
## 2425       0.0
## 2426      17.7
## 2427      17.6
## 2428      17.5
## 2429      17.2
## 2430      16.9
## 2431      16.4
## 2432      16.3
## 2433      16.1
## 2434      16.0
## 2435      15.9
## 2436      15.8
## 2437      15.6
## 2438      15.6
## 2439      15.7
## 2440      15.7
## 2441      15.7
## 2442      14.0
## 2443      14.0
## 2444      13.8
## 2445      13.7
## 2446      13.6
## 2447      13.5
## 2450      13.2
## 2451      13.1
## 2452      12.9
## 2454      12.7
## 2455      12.6
## 2456      12.5
## 2467       6.2
## 2479      12.3
## 2482      11.7
## 2484      11.3
## 2496      10.8
## 2498      10.5
## 2500       9.7
## 2501       9.4
## 2502       9.1
## 2506      15.9
## 2507      15.8
## 2508      15.8
## 2509      15.8
## 2510      16.0
## 2511      15.8
## 2512      15.8
## 2513      15.7
## 2514      15.8
## 2515      15.9
## 2516      16.0
## 2517      16.0
## 2518      15.9
## 2519      15.9
## 2520      15.9
## 2521      15.9
## 2522      16.0
## 2523      15.9
## 2524      15.8
## 2525      15.7
## 2526      15.6
## 2527      15.4
## 2528      15.3
## 2529      15.3
## 2530      15.3
## 2531      15.2
## 2532      15.2
## 2533      15.1
## 2534      15.0
## 2535      15.2
## 2536      15.2
## 2537      15.1
## 2540      13.0
## 2541      12.5
## 2543      11.7
## 2544      11.8
## 2545      11.6
## 2546      11.5
## 2547      11.4
## 2548      11.0
## 2549      10.6
## 2550      10.3
## 2551      10.2
## 2552      10.1
## 2553      10.0
## 2570      13.6
## 2576      13.0
## 2586      12.9
## 2587      12.9
## 2588      12.9
## 2589      12.9
## 2590      12.9
## 2591      13.0
## 2592      13.0
## 2593      12.2
## 2594      12.2
## 2595      12.1
## 2596      11.9
## 2597      11.9
## 2598      11.9
## 2599      11.9
## 2600      11.8
## 2601      11.7
## 2612      10.6
## 2614       9.8
## 2622      11.5
## 2634      14.3
## 2635      14.3
## 2636      14.3
## 2637      14.4
## 2638      14.4
## 2639      14.4
## 2640      14.5
## 2641      14.5
## 2642      14.5
## 2643      14.6
## 2644      14.6
## 2650      12.7
## 2661      12.2
## 2666      14.6
## 2667      14.7
## 2668      14.7
## 2669      14.6
## 2670      14.5
## 2671      14.4
## 2672      14.4
## 2673      14.3
## 2674      14.3
## 2675      14.2
## 2676      13.9
## 2677      13.6
## 2678      13.5
## 2679      13.3
## 2680      13.1
## 2681      12.8
## 2682      14.5
## 2683      14.5
## 2684      14.4
## 2685      14.3
## 2686      13.8
## 2687      13.0
## 2688      12.5
## 2689      12.5
## 2690      12.3
## 2691      11.9
## 2692      11.9
## 2693      12.0
## 2694      11.9
## 2695      11.5
## 2696      11.1
## 2697      10.7
## 2701      10.7
## 2716      10.0
## 2722      10.6
## 2723      10.3
## 2724      10.6
## 2727      11.5
## 2732      15.2
## 2734      15.1
## 2735      14.9
## 2747      13.3
## 2748      13.3
## 2749      13.3
## 2750      13.3
## 2751      13.3
## 2752      13.3
## 2753      13.2
## 2754      13.1
## 2755      12.9
## 2756      12.8
## 2757      12.6
## 2758      12.4
## 2759      12.3
## 2760      12.1
## 2761      12.0
## 2762      11.8
## 2763        NA
## 2764        NA
## 2765        NA
## 2766        NA
## 2767        NA
## 2768        NA
## 2769        NA
## 2770        NA
## 2771        NA
## 2772        NA
## 2773        NA
## 2774        NA
## 2775        NA
## 2776        NA
## 2777        NA
## 2778        NA
## 2780        NA
## 2784        NA
## 2792        NA
## 2793        NA
## 2795        NA
## 2796        NA
## 2797        NA
## 2798        NA
## 2799        NA
## 2800        NA
## 2801        NA
## 2802        NA
## 2803        NA
## 2804        NA
## 2805        NA
## 2806        NA
## 2807        NA
## 2808        NA
## 2809        NA
## 2810        NA
## 2811      15.5
## 2812      15.5
## 2813      15.5
## 2814      15.5
## 2815      15.5
## 2816      15.6
## 2817      15.5
## 2818      15.7
## 2819      15.3
## 2820      15.2
## 2821      15.5
## 2822      15.5
## 2823      15.0
## 2824      14.7
## 2825      14.2
## 2826      14.0
## 2843      10.8
## 2844      10.8
## 2845      10.8
## 2846      10.8
## 2847      10.8
## 2848      10.8
## 2849      10.7
## 2858       9.6
## 2875      12.6
## 2876      12.5
## 2877      12.3
## 2878      12.2
## 2879      12.0
## 2880      11.9
## 2881      11.7
## 2882      11.6
## 2883      11.4
## 2884      11.3
## 2885      11.1
## 2886      11.0
## 2887      10.9
## 2888      10.7
## 2889      10.6
## 2890      10.4
## 2899       8.6
## 2904       8.0
## 2907      12.5
## 2914      11.4
## 2919      10.2
## 2920      10.0
## 2931       9.6
## 2932       9.5
## 2936      10.0
# Economical Group vs. Life Expectancy 
# Economical: %expenditure, total expenditure, GDP, income composition
plot(Life.expectancy~percentage.expenditure,data=data, main = "Percentage Expenditure vs. Life Expectancy")

plot(Life.expectancy~percentage.expenditure,data=data, main = "Percentage Expenditure vs. Life Expectancy (subset)", xlim = c(0,1000))

# need to find the # of countries that spend 0% of expenditure on health
# relatively linear 
# need to find how they define % expenditure (bc values greater than 100)
plot(Life.expectancy~Total.expenditure,data=data, main = "Total Expenditure vs. Life Expectancy")

# very scattered
plot(Life.expectancy~GDP,data=data, main = "GDP vs. Life Expectancy")

plot(Life.expectancy~GDP,data=data, main = "GDP vs. Life Expectancy (subset)", xlim = c(0,20000))

# relatively upward sloping 
# Assuming 'data' is your data frame and 'Status' is the categorical variable for coloring
plot(Life.expectancy~Income.composition.of.resources,data=data, main = "Income Composition of Resources vs. Life Expectancy")

plot(Life.expectancy ~ Income.composition.of.resources, data = data,
     pch = ifelse(data$Status == "Developed", 16, 17),
     main = "Income Composition of Resources vs. Life Expectancy",
     xlab = "Income Composition of Resources",
     ylab = "Life Expectancy",
     col = ifelse(data$Status == "Developed", "blue", "red"))

# higher = better (more diverse in income, more economic stability)
# remove total expenditure??
# countries where income composition = 0 
# If the income composition of resources component of the HDI is reported as 0 for a country, it suggests that the country's income is not derived from the specific factors or resources considered in that component of the HDI
countries_with_zero_income <- subset(data, Income.composition.of.resources == 0)
countries_with_zero_income
##                                        Country Year     Status Life.expectancy
## 75                         Antigua and Barbuda 2005 Developing            74.6
## 76                         Antigua and Barbuda 2004 Developing            74.4
## 77                         Antigua and Barbuda 2003 Developing            74.2
## 78                         Antigua and Barbuda 2002 Developing            74.0
## 79                         Antigua and Barbuda 2001 Developing            73.8
## 80                         Antigua and Barbuda 2000 Developing            73.6
## 176                                    Bahamas 2000 Developing            72.6
## 294                                     Bhutan 2010 Developing            67.9
## 295                                     Bhutan 2009 Developing            67.4
## 296                                     Bhutan 2008 Developing            67.0
## 297                                     Bhutan 2007 Developing            66.5
## 298                                     Bhutan 2006 Developing            65.8
## 299                                     Bhutan 2005 Developing            65.0
## 300                                     Bhutan 2004 Developing            64.2
## 301                                     Bhutan 2003 Developing            63.3
## 302                                     Bhutan 2002 Developing            62.5
## 303                                     Bhutan 2001 Developing            61.7
## 304                                     Bhutan 2000 Developing            62.0
## 331                     Bosnia and Herzegovina 2005 Developing            75.0
## 332                     Bosnia and Herzegovina 2004 Developing            75.5
## 333                     Bosnia and Herzegovina 2003 Developing            75.2
## 334                     Bosnia and Herzegovina 2002 Developing            75.4
## 335                     Bosnia and Herzegovina 2001 Developing            74.9
## 336                     Bosnia and Herzegovina 2000 Developing            74.6
## 411                               Burkina Faso 2005 Developing            53.3
## 412                               Burkina Faso 2004 Developing            52.4
## 413                               Burkina Faso 2003 Developing            51.6
## 414                               Burkina Faso 2002 Developing            51.0
## 415                               Burkina Faso 2001 Developing            56.0
## 416                               Burkina Faso 2000 Developing            51.0
## 464                                 Cabo Verde 2000 Developing            69.9
## 544                                       Chad 2000 Developing            47.6
## 604                                    Comoros 2004 Developing            59.8
## 605                                    Comoros 2003 Developing            59.6
## 606                                    Comoros 2002 Developing            59.5
## 607                                    Comoros 2001 Developing            59.5
## 608                                    Comoros 2000 Developing            59.5
## 850                          Equatorial Guinea 2000 Developing            52.7
## 861                                    Eritrea 2005 Developing            59.4
## 862                                    Eritrea 2004 Developing            59.1
## 863                                    Eritrea 2003 Developing            58.8
## 864                                    Eritrea 2002 Developing            58.5
## 865                                    Eritrea 2001 Developing            58.1
## 866                                    Eritrea 2000 Developing            45.3
## 898                                   Ethiopia 2000 Developing            51.2
## 994                                    Georgia 2000 Developing            71.8
## 1048                                   Grenada 2010 Developing            72.6
## 1049                                   Grenada 2009 Developing            72.4
## 1050                                   Grenada 2008 Developing            72.1
## 1051                                   Grenada 2007 Developing            71.9
## 1052                                   Grenada 2006 Developing            71.7
## 1053                                   Grenada 2005 Developing            71.5
## 1054                                   Grenada 2004 Developing            73.0
## 1055                                   Grenada 2003 Developing            71.1
## 1056                                   Grenada 2002 Developing            79.0
## 1057                                   Grenada 2001 Developing            77.0
## 1058                                   Grenada 2000 Developing            74.0
## 1101                             Guinea-Bissau 2005 Developing            53.9
## 1102                             Guinea-Bissau 2004 Developing            53.5
## 1103                             Guinea-Bissau 2003 Developing            53.0
## 1104                             Guinea-Bissau 2002 Developing            52.8
## 1105                             Guinea-Bissau 2001 Developing            52.5
## 1106                             Guinea-Bissau 2000 Developing            52.1
## 1389                                  Kiribati 2005 Developing            64.9
## 1390                                  Kiribati 2004 Developing            64.8
## 1391                                  Kiribati 2003 Developing            64.7
## 1392                                  Kiribati 2002 Developing            64.6
## 1393                                  Kiribati 2001 Developing            64.3
## 1394                                  Kiribati 2000 Developing            64.1
## 1469                                   Lebanon 2005 Developing            73.9
## 1470                                   Lebanon 2004 Developing            73.7
## 1471                                   Lebanon 2003 Developing            73.5
## 1472                                   Lebanon 2002 Developing            73.2
## 1473                                   Lebanon 2001 Developing            73.0
## 1474                                   Lebanon 2000 Developing            72.7
## 1570                                Madagascar 2000 Developing            57.9
## 1715          Micronesia (Federated States of) 2000 Developing            67.0
## 1745                                Montenegro 2003 Developing            73.5
## 1746                                Montenegro 2002 Developing            73.4
## 1747                                Montenegro 2001 Developing            73.3
## 1748                                Montenegro 2000 Developing            73.0
## 1906                                   Nigeria 2003 Developing            48.1
## 1907                                   Nigeria 2002 Developing            47.7
## 1908                                   Nigeria 2001 Developing            47.4
## 1909                                   Nigeria 2000 Developing            47.1
## 1942                                      Oman 2000 Developing            72.6
## 2184                               Saint Lucia 2000 Developing            71.6
## 2200          Saint Vincent and the Grenadines 2000 Developing            79.0
## 2297                                Seychelles 2000 Developing            71.8
## 2415                               South Sudan 2010 Developing            55.0
## 2416                               South Sudan 2009 Developing            54.3
## 2417                               South Sudan 2008 Developing            53.6
## 2418                               South Sudan 2007 Developing            53.1
## 2419                               South Sudan 2006 Developing            52.5
## 2420                               South Sudan 2005 Developing            51.9
## 2421                               South Sudan 2004 Developing            51.4
## 2422                               South Sudan 2003 Developing            58.0
## 2423                               South Sudan 2002 Developing            52.0
## 2424                               South Sudan 2001 Developing            49.6
## 2425                               South Sudan 2000 Developing            48.9
## 2485                                  Suriname 2004 Developing            68.3
## 2486                                  Suriname 2003 Developing            68.0
## 2487                                  Suriname 2002 Developing            67.9
## 2488                                  Suriname 2001 Developing            67.7
## 2489                                  Suriname 2000 Developing            67.4
## 2596 The former Yugoslav republic of Macedonia 2005 Developing            73.6
## 2597 The former Yugoslav republic of Macedonia 2004 Developing            73.5
## 2598 The former Yugoslav republic of Macedonia 2003 Developing            73.2
## 2599 The former Yugoslav republic of Macedonia 2002 Developing            72.8
## 2600 The former Yugoslav republic of Macedonia 2001 Developing            73.1
## 2601 The former Yugoslav republic of Macedonia 2000 Developing            72.6
## 2617                               Timor-Leste 2000 Developing            58.7
## 2703                              Turkmenistan 2010 Developing            65.8
## 2704                              Turkmenistan 2009 Developing            65.6
## 2705                              Turkmenistan 2008 Developing            64.5
## 2706                              Turkmenistan 2007 Developing            64.1
## 2707                              Turkmenistan 2006 Developing            63.7
## 2708                              Turkmenistan 2005 Developing            63.3
## 2709                              Turkmenistan 2004 Developing            63.5
## 2710                              Turkmenistan 2003 Developing            63.4
## 2711                              Turkmenistan 2002 Developing            63.3
## 2712                              Turkmenistan 2001 Developing            64.0
## 2713                              Turkmenistan 2000 Developing            63.8
## 2842                                Uzbekistan 2000 Developing            67.1
## 2853                                   Vanuatu 2005 Developing            69.9
## 2854                                   Vanuatu 2004 Developing            69.6
## 2855                                   Vanuatu 2003 Developing            69.4
## 2856                                   Vanuatu 2002 Developing            69.3
## 2857                                   Vanuatu 2001 Developing            69.1
## 2858                                   Vanuatu 2000 Developing            69.0
##      Adult.Mortality infant.deaths Alcohol percentage.expenditure Hepatitis.B
## 75               147             0    8.15           1455.6081860          99
## 76               149             0    7.28             22.8629521          97
## 77               151             0    7.16           1158.0652590          99
## 78               153             0    7.21            927.4075855          99
## 79               154             0    7.51            163.7676978          96
## 80               156             0    7.27           1127.7434700          NA
## 176              192             0   12.15              0.0000000          NA
## 294              228             1    0.28            244.0391949          91
## 295              232             1    0.17             27.4890705          93
## 296              234             1    0.21            302.6675790          96
## 297              238             1    0.16            283.8062360          95
## 298              245             1    0.29            169.2023968          95
## 299              254             1    0.73            145.5965445          95
## 300              263             1    0.96              2.5866982          89
## 301              273             1    0.52             19.1566409          95
## 302              282             1    0.29            151.9755193          83
## 303               29             1    0.14              8.5740298          89
## 304              312             1    0.17             93.3587284          98
## 331               12             0    4.56             45.7135426          93
## 332               99             0    4.25              3.4799189          36
## 333               12             0    4.14             39.8651804          NA
## 334               11             0    3.84            151.1399301          NA
## 335              113             0    3.85            143.2947487          NA
## 336              116             0    3.64            165.6168642          NA
## 411              313            48    4.88              8.7699893          NA
## 412              323            49    4.54             56.9610809          NA
## 413              332            49    4.58             41.6095128          NA
## 414              338            49    4.53              3.1955668          NA
## 415              344            48    4.56             23.1016899          NA
## 416              348            48    3.71             19.8392960          NA
## 464              155             0    3.49            122.5744699          NA
## 544               44            41    0.25             21.5270162          NA
## 604              269             2    0.27              7.2121108          77
## 605              271             2    0.26             45.0901084          28
## 606              271             2    0.08             29.4189749          NA
## 607              272             1    0.08             19.7174104          NA
## 608              272             1    0.09             35.0294862          NA
## 850              336             3    4.46             14.9545132          NA
## 861               34             7    1.07              5.0646890          96
## 862              342             7    0.64             10.2609734          84
## 863              343             7    0.56              6.9139980          91
## 864              343             7    0.83              0.7031322          86
## 865              345             7    0.61              5.5936195          NA
## 866              593             7    0.83              0.7359404          NA
## 898              391           253    0.88             11.5948177          NA
## 994              129             2    3.28             47.8170418          55
## 1048             154             0    7.91            145.8401998          97
## 1049             158             0    8.42            146.4384488          99
## 1050             162             0    8.92            754.9597129          99
## 1051             164             0    9.06             95.1937592          96
## 1052             167             0    9.06            662.2663687          91
## 1053             169             0    8.80            119.5548694          99
## 1054             187             0    8.43            100.9658730          83
## 1055             173             0    9.75             77.9454329          97
## 1056             176             0   10.71            513.3465408          98
## 1057             178             0    9.61             81.1135595          96
## 1058             182             0    9.40            676.5453878          NA
## 1101              37             5    3.10             22.0975798          NA
## 1102              38             5    2.58             13.5299956          NA
## 1103              38             5    2.16              2.5271154          NA
## 1104              35             5    2.47             24.6576176          NA
## 1105              32             5    2.55              0.8687085          NA
## 1106               3             5    2.84              6.6994187          NA
## 1389             213             0    0.60            111.7392134           5
## 1390             214             0    0.48             10.6242741          67
## 1391             215             0    0.50              1.7654135          73
## 1392             217             0    0.49             70.7557222          79
## 1393             219             0    0.60             59.9718585          85
## 1394             222             0    0.46             11.0754333           9
## 1469              11             1    1.94            630.0540723          77
## 1470              13             1    2.10            618.3614858          75
## 1471              15             1    2.19            527.9176618          74
## 1472              17             1    1.98             70.1320784          77
## 1473              11             1    2.19            510.6035166           8
## 1474             112             1    2.26            404.3879434          83
## 1570             283            44    1.16             35.6612506          NA
## 1715             185             0    2.23              0.0000000          87
## 1745             134             0    0.01            495.0782963          NA
## 1746             136             0    0.01             36.4802403          NA
## 1747             136             0    0.01             33.6698136          NA
## 1748             144             0    0.01            274.5472605          NA
## 1906              41           567    9.75             30.1955085          NA
## 1907              49           571    9.61             17.1377540          NA
## 1908              48           574    9.58             15.8309850          NA
## 1909              45           576    9.23             22.4817761          NA
## 1942             138             1    0.38             62.8665751          99
## 2184             183             0   11.69              0.0000000          NA
## 2200             186             0    4.80              0.0000000          NA
## 2297             188             0    8.24            601.7608115          98
## 2415             359            27      NA              0.0000000          NA
## 2416             369            27      NA              0.0000000          NA
## 2417             377            27      NA              0.0000000          NA
## 2418             381            27      NA              0.0000000          NA
## 2419             383            28      NA              0.0000000          NA
## 2420             383            28      NA              0.0000000          NA
## 2421             383            29      NA              0.0000000          NA
## 2422             383            29      NA              0.0000000          NA
## 2423             382            30      NA              0.0000000          NA
## 2424             381            30      NA              0.0000000          NA
## 2425              38            31      NA              0.0000000          NA
## 2485             214             0    4.55              4.2325767          NA
## 2486             223             0    4.53             32.3662077          NA
## 2487             221             0    4.41            250.7112373          NA
## 2488             219             0    4.23            191.2135044          NA
## 2489             224             0    4.29            268.1837972          NA
## 2596              12             0    1.75              0.0000000          53
## 2597              12             0    2.07              0.0000000          NA
## 2598             126             0    2.40              0.0000000          NA
## 2599             128             0    2.53              0.0000000          NA
## 2600             126             0    3.27              0.0000000          NA
## 2601             125             0    2.86              0.0000000          NA
## 2617             276             3    0.50             49.0696716          NA
## 2703             211             7    2.48            385.3251640          96
## 2704             215             6    2.35             37.8846606          97
## 2705             235             6    2.40             34.2397942          96
## 2706             241             6    2.58              0.3586514          98
## 2707             245             6    2.71             29.2723537          98
## 2708             248             6    2.85              2.1988858          99
## 2709             238             6    2.86            186.1013972          96
## 2710             231             7    2.88            179.6156482          97
## 2711             229             7    2.33            130.3784829          96
## 2712             221             7    2.35            106.1807060          NA
## 2713             224             7    2.90             88.2436347          NA
## 2842             189            30    1.60             48.5094174          NA
## 2853             165             0    0.88            337.2942846          61
## 2854             169             0    0.85            334.1673373          63
## 2855             173             0    1.20             27.2983907          64
## 2856             176             0    1.24            171.1373611          66
## 2857             179             0    0.91            163.1052920          68
## 2858              18             0    1.21             21.9007523           7
##      Measles  BMI under.five.deaths Polio Total.expenditure Diphtheria HIV.AIDS
## 75         0 41.4                 0    98              4.41         99      0.1
## 76         0  4.8                 0    97              4.21         97      0.1
## 77         0  4.1                 0    99              4.53         99      0.1
## 78         0 39.5                 0    93              4.41         98      0.1
## 79         0 38.9                 0    99              4.48         97      0.1
## 80         0 38.2                 0    96              4.13         95      0.1
## 176        0 54.4                 0    91              5.21         99      0.1
## 294       21  2.3                 1    92              5.17         91      0.5
## 295        6 19.5                 1    93              6.30         93      0.4
## 296        7 18.8                 1    96              6.58         96      0.4
## 297       11 18.0                 1    93              5.88         95      0.3
## 298        2 17.4                 1    96              5.27         95      0.3
## 299       11 16.7                 1    95              5.28         95      0.3
## 300        3 16.1                 1     9              4.41         89      0.3
## 301        0 15.5                 1    96              4.90         95      0.2
## 302       27 14.9                 1    89              7.75         86      0.1
## 303      756 14.4                 1    88              5.91         88      0.1
## 304      418 13.9                 1    98              6.91         92      0.1
## 331       23  5.5                 0    95              8.50         93      0.1
## 332       28 49.9                 0    87              9.40         84      0.1
## 333       18 49.4                 0    87              7.94         87      0.1
## 334       28 48.8                 0    86              7.10          8      0.1
## 335        0 48.2                 0    92              7.16         91      0.1
## 336       43 47.6                 0    87              7.90         85      0.1
## 411      253 14.2                89    94              6.87         82      2.3
## 412       77 13.7                91    83              6.45         79      2.5
## 413     1000 13.3                92    83              5.61         79      2.9
## 414     1000 12.9                93    69              5.26         69      3.2
## 415     1000 12.5                93    62              4.85         62      3.6
## 416     1000 12.2                92    45              5.60         45      4.0
## 464        2 21.5                 0     9              4.81          9      0.8
## 544     1000 13.9                74     3              6.28         36      4.6
## 604        0 18.8                 2    73              3.96         76      0.1
## 605        0 18.4                 2     8              3.65          8      0.1
## 606        0 18.0                 2    98              3.39         89      0.1
## 607        0 17.6                 2     7              2.86          7      0.1
## 608        0 17.3                 2     7              3.56          7      0.1
## 850        0 18.3                 4    41              2.73         34      1.9
## 861       19 13.9                 9    96              2.97         96      1.6
## 862       24 13.6                10    98              3.14         98      1.8
## 863      376 13.3                10    95              3.50         93      1.9
## 864      460 13.1                10    92              4.20          9      1.9
## 865      204 12.8                10    89              3.95         86      2.0
## 866      789 12.6                10    82              4.43         81      1.9
## 898     1000 12.3               404    55              4.36          3      5.0
## 994       50 46.0                 2    81              6.94          8      0.1
## 1048       0 43.9                 0    94              6.41         97      0.1
## 1049       0 43.1                 0    99              6.24         99      0.1
## 1050       0 42.4                 0    99              5.76         99      0.1
## 1051       0 41.8                 0    96              5.88         96      0.1
## 1052       0 41.1                 0    91              5.99         91      0.1
## 1053       0  4.5                 0    99              5.50         99      0.1
## 1054       0 39.9                 0    84              5.24         83      0.1
## 1055       0 39.4                 0    98              5.89         97      0.1
## 1056       0 38.8                 0    98              6.67         98      0.1
## 1057       0 38.2                 0    96              7.67         96      0.1
## 1058       0 37.7                 0    97              6.62         97      0.1
## 1101       0  2.1                 8    73              5.72         68      5.4
## 1102    1000 19.6                 8    69              5.41         64      5.0
## 1103    1000 19.0                 8    65              5.62          6      4.6
## 1104     298 18.5                 8    61              5.84         57      4.1
## 1105     126 17.9                 9    56              5.40         53      3.6
## 1106       0 17.4                 9    52              4.94         49      3.1
## 1389       0 72.1                 0    74              1.60         79      0.1
## 1390       0 71.4                 0    61              1.39         62      0.1
## 1391       0  7.6                 0    79              9.98          7      0.1
## 1392       0 69.7                 0    96              9.10         77      0.1
## 1393       0 68.8                 0    88              9.00         85      0.1
## 1394       0 67.9                 0     9              8.12          9      0.1
## 1469     618  6.8                 1    74              8.42         77      0.1
## 1470     213  6.2                 1    74              8.91         75      0.1
## 1471     526 59.7                 1    74              9.30         74      0.1
## 1472      36 59.1                 1    77              1.50         77      0.1
## 1473       8 58.6                 1     8              1.90          8      0.1
## 1474       5 57.9                 1    83              1.86         83      0.1
## 1570    1000 13.9                68    58              5.80         57      0.6
## 1715       0 61.5                 0    85              7.88         85      0.1
## 1745       0 54.2                 0    NA              8.91         NA      0.1
## 1746       0 53.5                 0    NA              8.33         NA      0.1
## 1747       0 52.7                 0    NA              8.23         NA      0.1
## 1748       0 51.9                 0    NA              7.32         NA      0.1
## 1906    1000 18.3               918    42              4.50         29      5.4
## 1907    1000 17.8               928     4              2.43         25      5.3
## 1908    1000 17.3               936    36              3.25         27      5.1
## 1909    1000 16.9               943    31              2.84         29      4.9
## 1942      15 45.9                 1    99              3.70         99      0.1
## 2184       0 36.8                 0     7              5.53          7      0.4
## 2200       0  4.1                 0    99              3.73         98      0.7
## 2297       0 27.1                 0    98              4.62         98      0.1
## 2415       0   NA                41    NA                NA         NA      4.0
## 2416       0   NA                42    NA                NA         NA      4.2
## 2417       0   NA                42    NA                NA         NA      4.2
## 2418       0   NA                43    NA                NA         NA      4.2
## 2419       0   NA                43    NA                NA         NA      4.1
## 2420       0   NA                44    NA                NA         NA      3.9
## 2421       0   NA                45    NA                NA         NA      3.8
## 2422       0   NA                46    NA                NA         NA      3.5
## 2423       0   NA                48    NA                NA         NA      3.3
## 2424       0   NA                49    NA                NA         NA      3.0
## 2425       0   NA                50    NA                NA         NA      2.7
## 2485       0  5.4                 0    84              6.88         85      0.9
## 2486       0 49.7                 0    74              6.62         75      1.0
## 2487       0 49.0                 0    74              7.14         73      1.6
## 2488       0 48.3                 0    65              8.38         68      1.8
## 2489       0 47.6                 0     7              9.65         71      0.4
## 2596       5 54.9                 0    98              7.95         97      0.1
## 2597       9 54.5                 0    95              8.64         94      0.1
## 2598      18 54.1                 0    96              9.17         96      0.1
## 2599      19 53.6                 0    97              9.10         96      0.1
## 2600      27 53.2                 0    91              8.18         91      0.1
## 2601      36 52.7                 0    96              8.52         95      0.1
## 2617       0 11.9                 4    NA              3.26         NA      0.1
## 2703       0 44.2                 8    96              1.99         96      0.1
## 2704       0 43.4                 8    97              1.88         96      0.1
## 2705       0 42.7                 8    96              1.93         96      0.1
## 2706      59 42.0                 8    98              2.16         98      0.1
## 2707      48 41.3                 8    98              2.90         98      0.1
## 2708       0  4.7                 8    99              3.51         99      0.1
## 2709       1  4.0                 8    98              4.30         97      0.1
## 2710       1 39.4                 8    66              3.85         83      0.1
## 2711      11 38.7                 8    99              3.34         98      0.1
## 2712       9 38.1                 9    94              3.87         95      0.1
## 2713     113 37.5                 9    98              3.94         97      0.1
## 2842      80 34.8                36    99              5.29         99      0.1
## 2853       3 44.9                 0    67              3.87         68      0.1
## 2854       0 44.1                 0    67              4.12         69      0.1
## 2855     165 43.3                 0    67              4.20         69      0.1
## 2856     101 42.6                 0    67              3.52          7      0.1
## 2857       7 41.9                 0    67              3.37          7      0.1
## 2858       9 41.1                 0    67              3.28         71      0.1
##              GDP Population thinness..1.19.years thinness.5.9.years
## 75   11371.93895         NA                  3.5                3.4
## 76    1352.83740         NA                  3.5                3.4
## 77    9739.82556         NA                  3.5                3.5
## 78    9386.71645         NA                  3.6                3.5
## 79    9358.15416         NA                  3.6                3.5
## 80    9875.16174         NA                  3.7                3.6
## 176           NA         NA                  2.7                2.6
## 294   2178.92138     727641                 16.6               17.3
## 295    177.23450     714458                 16.8               17.5
## 296   1795.18137        795                 17.1               17.8
## 297   1741.14255     686958                 17.3               18.1
## 298   1335.45696     672228                 17.5               18.3
## 299   1247.61392     656639                 17.8               18.6
## 300    197.45788      64282                 18.0               18.8
## 301    997.74171     623434                 18.3               19.1
## 302    885.63822      66399                 18.6               19.4
## 303     87.93877       5896                 18.9               19.6
## 304    765.86324     573416                 19.2               19.9
## 331   2968.41186     378153                  2.9                2.9
## 332    265.64266    3781287                  3.0                3.0
## 333   2214.73225    3779247                  3.0                3.0
## 334   1761.53765     377587                  3.1                3.1
## 335   1524.41222    3771284                  3.2                3.2
## 336   1461.75520     376676                  3.3                3.2
## 411     46.99887    1342193                  1.3                9.8
## 412    371.32387     133569                  1.5                1.1
## 413    332.34435   12654621                  1.7                1.3
## 414     26.76354     122931                 11.0                1.6
## 415    235.49123   11944587                 11.2                1.8
## 416    226.47598    1167942                 11.4               11.1
## 464   1239.37785      43579                  9.6                9.5
## 544    166.23179    8342559                 11.5               11.4
## 604    616.41972     597228                  7.5                7.5
## 605    544.56653     583211                  7.6                7.6
## 606    433.26915     569479                  7.7                7.7
## 607    395.93194     555888                  7.8                7.8
## 608    375.85286     542357                  7.9                7.9
## 850    172.68491     614323                  1.7                1.6
## 861    276.75896      39697                  9.4                9.5
## 862    287.42222    3858623                  9.6                9.6
## 863    232.79455    3738265                  9.7                9.7
## 864     21.76880    3614639                  9.9                9.9
## 865    215.13921    3497124                  1.0                1.0
## 866     28.19695     339281                  1.2                1.1
## 898    123.87626   66537331                 11.9               11.8
## 994    691.99771      44183                  3.1                3.1
## 1048  7365.66666         NA                  3.8                3.8
## 1049  7395.88125         NA                  3.8                3.8
## 1050  7946.94435         NA                  3.8                3.9
## 1051  7322.59686         NA                  3.9                3.9
## 1052  6764.72287         NA                  3.9                3.9
## 1053  6754.51239         NA                  3.9                4.0
## 1054  5836.17763         NA                  4.0                4.0
## 1055  5773.73577         NA                  4.0                4.1
## 1056  5292.23238         NA                  4.1                4.1
## 1057   519.95871         NA                  4.2                4.2
## 1058  5117.58992         NA                  4.3                4.2
## 1101   424.95346     138838                  9.2                9.0
## 1102   393.31382     135345                  9.4                9.3
## 1103    36.57186     132122                  9.6                9.5
## 1104   321.48132    1293523                  9.8                9.7
## 1105    39.48675    1267512                  1.0                1.0
## 1106   297.75194    1243229                  1.2                1.2
## 1389  1214.55667      92325                  0.2                0.2
## 1390   113.62860       9542                  0.2                0.2
## 1391   115.38650      88895                  0.2                0.2
## 1392   826.58554      87343                  0.2                0.2
## 1393   734.94925      85858                  0.2                0.2
## 1394   796.79376       8446                  0.2                0.2
## 1469  5339.44129    3986852                  4.7                4.6
## 1470  5424.22356    3863267                  4.7                4.6
## 1471  5425.66970     371464                  4.8                4.7
## 1472  5436.59522    3522837                  4.8                4.7
## 1473  5253.12260    3359859                  4.9                4.7
## 1474  5334.93329    3235366                  4.9                4.8
## 1570   245.93966    1576686                  8.7                8.6
## 1715          NA         NA                  0.3                0.3
## 1745  2789.17350     612267                  2.4                2.4
## 1746   216.24327      69828                  2.5                2.5
## 1747   199.58396      67389                  2.5                2.6
## 1748  1627.42893       6495                  2.6                2.7
## 1906   512.65719  131972533                 13.5               13.6
## 1907   459.45721   12866671                 13.8               13.8
## 1908   351.79967  125463434                 14.1               14.1
## 1909   379.11933    1223529                 14.3               14.4
## 1942   861.18596         NA                  7.2                6.9
## 2184          NA         NA                  4.5                4.5
## 2200          NA         NA                  4.0                3.9
## 2297  7578.85153      81131                  6.3                6.7
## 2415  1562.23935     167192                   NA                 NA
## 2416  1264.78998     967667                   NA                 NA
## 2417  1678.71186    9263136                   NA                 NA
## 2418          NA      88568                   NA                 NA
## 2419          NA    8468152                   NA                 NA
## 2420          NA     818877                   NA                 NA
## 2421          NA    7787655                   NA                 NA
## 2422          NA     751642                   NA                 NA
## 2423          NA    7237276                   NA                 NA
## 2424          NA    6974442                   NA                 NA
## 2425          NA      67656                   NA                 NA
## 2485    36.48773      49363                  3.5                3.5
## 2486   263.13990     488332                  3.5                3.5
## 2487  2232.51324      48344                  3.5                3.5
## 2488  1598.77512      47774                  3.6                3.5
## 2489  1888.61829      47239                  3.6                3.6
## 2596          NA         NA                  2.5                2.6
## 2597          NA         NA                  2.6                2.6
## 2598          NA         NA                  2.7                2.7
## 2599          NA         NA                  2.7                2.7
## 2600          NA         NA                  2.8                2.8
## 2601          NA         NA                  2.8                2.8
## 2617   422.28633      87167                 12.2               12.2
## 2703  4439.23000      58721                  3.2                3.3
## 2704   436.45922       5795                  3.2                3.3
## 2705   394.46767    4935762                  3.2                3.3
## 2706    26.37143     487137                  3.3                3.3
## 2707  2136.66815      48115                  3.3                3.3
## 2708   174.51475    4754641                  3.4                3.4
## 2709  1453.91717     473398                  3.4                3.4
## 2710  1283.88598    4655741                  3.5                3.4
## 2711   967.91747       4612                  3.5                3.5
## 2712   774.47634      45648                  3.6                3.5
## 2713   643.17518    4516131                  3.6                3.6
## 2842   558.22114      24654                  3.4                3.4
## 2853  1886.43336       2937                  1.6                1.5
## 2854  1787.94723      24143                  1.6                1.5
## 2855   158.52724     198964                  1.6                1.6
## 2856  1353.93482     193956                  1.7                1.6
## 2857  1362.61731      18929                  1.7                1.6
## 2858  1469.84915      18563                  1.7                1.7
##      Income.composition.of.resources Schooling
## 75                                 0       0.0
## 76                                 0       0.0
## 77                                 0       0.0
## 78                                 0       0.0
## 79                                 0       0.0
## 80                                 0       0.0
## 176                                0      12.0
## 294                                0      11.4
## 295                                0      10.9
## 296                                0      10.5
## 297                                0      10.1
## 298                                0       9.6
## 299                                0       9.2
## 300                                0       8.8
## 301                                0       8.4
## 302                                0       8.0
## 303                                0       7.6
## 304                                0       7.3
## 331                                0      12.5
## 332                                0      12.3
## 333                                0      12.1
## 334                                0      11.9
## 335                                0      11.6
## 336                                0       0.0
## 411                                0       4.3
## 412                                0       3.9
## 413                                0       3.8
## 414                                0       3.6
## 415                                0       3.5
## 416                                0       3.4
## 464                                0      11.3
## 544                                0       4.7
## 604                                0       9.5
## 605                                0       9.2
## 606                                0       8.8
## 607                                0       8.5
## 608                                0       8.2
## 850                                0       0.0
## 861                                0       5.4
## 862                                0       5.0
## 863                                0       4.7
## 864                                0       4.4
## 865                                0       4.3
## 866                                0       3.9
## 898                                0       3.9
## 994                                0      11.4
## 1048                               0      15.8
## 1049                               0      15.6
## 1050                               0      15.4
## 1051                               0      15.3
## 1052                               0      15.1
## 1053                               0      14.9
## 1054                               0      14.8
## 1055                               0      14.6
## 1056                               0      14.4
## 1057                               0      14.3
## 1058                               0      14.1
## 1101                               0       8.0
## 1102                               0       7.7
## 1103                               0       7.4
## 1104                               0       7.1
## 1105                               0       6.7
## 1106                               0       6.4
## 1389                               0      12.2
## 1390                               0      12.4
## 1391                               0      11.6
## 1392                               0      11.7
## 1393                               0      10.4
## 1394                               0      10.0
## 1469                               0      13.7
## 1470                               0      14.2
## 1471                               0      14.8
## 1472                               0      15.2
## 1473                               0      15.0
## 1474                               0      14.9
## 1570                               0       8.0
## 1715                               0       0.0
## 1745                               0       0.0
## 1746                               0       0.0
## 1747                               0       0.0
## 1748                               0       0.0
## 1906                               0       8.1
## 1907                               0       7.7
## 1908                               0       8.0
## 1909                               0       7.6
## 1942                               0      10.4
## 2184                               0      12.8
## 2200                               0      12.7
## 2297                               0      12.3
## 2415                               0       0.0
## 2416                               0       0.0
## 2417                               0       0.0
## 2418                               0       0.0
## 2419                               0       0.0
## 2420                               0       0.0
## 2421                               0       0.0
## 2422                               0       0.0
## 2423                               0       0.0
## 2424                               0       0.0
## 2425                               0       0.0
## 2485                               0      11.1
## 2486                               0      10.9
## 2487                               0      11.0
## 2488                               0      11.0
## 2489                               0      11.1
## 2596                               0      11.9
## 2597                               0      11.9
## 2598                               0      11.9
## 2599                               0      11.9
## 2600                               0      11.8
## 2601                               0      11.7
## 2617                               0       0.0
## 2703                               0      10.6
## 2704                               0      10.5
## 2705                               0      10.5
## 2706                               0      10.4
## 2707                               0      10.4
## 2708                               0      10.3
## 2709                               0      10.3
## 2710                               0      10.3
## 2711                               0      10.2
## 2712                               0      10.2
## 2713                               0       0.0
## 2842                               0      10.6
## 2853                               0      10.6
## 2854                               0      10.7
## 2855                               0      10.4
## 2856                               0      10.2
## 2857                               0      10.1
## 2858                               0       9.6

How much has improvement in health (based on health predictors) lowered life expectancy?

How does spending more money on health (ex: percentage expenditure or total expenditure) impact other factors that affect life expectancy?

##Jessica EDA

Social: status, alcohol, population, BMI, thinness(10-19), thinness(5-9), schooling

EDA: predictors vs response

# Install and load necessary libraries
library(ggplot2)
library(dplyr)

model <- lm(data$`Life.expectancy` ~ `Status` + `Alcohol` + `Population` + `BMI` + thinness..1.19.years + thinness.5.9.years + `Schooling`, data = data)

# Summarize the model
summary(model)
## 
## Call:
## lm(formula = data$Life.expectancy ~ Status + Alcohol + Population + 
##     BMI + thinness..1.19.years + thinness.5.9.years + Schooling, 
##     data = data)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -25.8852  -3.3294   0.5154   4.0088  26.9380 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           4.972e+01  8.979e-01  55.376  < 2e-16 ***
## StatusDeveloping     -4.249e+00  4.427e-01  -9.597  < 2e-16 ***
## Alcohol              -4.183e-01  4.491e-02  -9.312  < 2e-16 ***
## Population            6.829e-09  2.134e-09   3.201  0.00139 ** 
## BMI                   9.246e-02  8.797e-03  10.509  < 2e-16 ***
## thinness..1.19.years -1.331e-01  7.548e-02  -1.764  0.07794 .  
## thinness.5.9.years   -7.969e-02  7.380e-02  -1.080  0.28040    
## Schooling             1.839e+00  5.774e-02  31.849  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 5.901 on 2106 degrees of freedom
##   (824 observations deleted due to missingness)
## Multiple R-squared:  0.6435, Adjusted R-squared:  0.6424 
## F-statistic: 543.2 on 7 and 2106 DF,  p-value: < 2.2e-16
data$Status <- as.factor(data$Status)
plot(Life.expectancy ~ Status, data = data, 
     col = ifelse(data$Status == "Developed", "blue", "red"),
     main = "Status vs. Life Expectancy",
     xlab = "Status", ylab = "Life Expectancy")

plot(Life.expectancy~Alcohol,data=data, main = "Scatter Plot of Alcohol Consumption vs. Life Expectancy",
     xlab = "Alcohol Consumption", ylab = "Life Expectancy")

plot(Life.expectancy~Population,data=data, main = "Scatter Plot of Population vs. Life Expectancy",
     xlab = "Population", ylab = "Life Expectancy")

plot(Life.expectancy~BMI,data=data, main = "Scatter Plot of BMI vs. Life Expectancy",
     xlab = "BMI", ylab = "Life Expectancy")

plot(Life.expectancy~thinness..1.19.years,data=data, main = "Thinness 10-19 years vs. Life Expectancy",
     xlab = "Thinness 10-19 years", ylab = "Life Expectancy")

plot(Life.expectancy~thinness.5.9.years,data=data, main = "Scatter Plot of Thinness 5-9 years vs. Life Expectancy",
     xlab = "Thinness 5-9 years", ylab = "Life Expectancy")

plot(Life.expectancy~Schooling,data=data, main = "Schooling vs. Life Expectancy",
     xlab = "Schooling", ylab = "Life Expectancy")

Group Lasso code:

library(grpreg)
## 
## Attaching package: 'grpreg'
## The following object is masked from 'package:dplyr':
## 
##     select
X <- as.matrix(imputed_data[, c("Hepatitis.B", "Polio", "Diphtheria", "Adult.Mortality", "under.five.deaths", "HIV.AIDS", "percentage.expenditure", "GDP", "Income.composition.of.resources", "Alcohol", "Population", "BMI")])
y <- imputed_data$Life.expectancy

# Specify group indices
group_indices <- list(c(1, 2, 3), c(4, 5, 6), c(7, 8, 9), c(10, 11, 12))

# Perform linear regression with group lasso
fit <- grpreg(X, y, groups = group_indices, penalty = "grLasso")

# Display coefficients
coef(fit)
##                                   7.0023    6.3802       5.8134        5.297
## (Intercept)                     69.23181 67.375620 66.546124572 65.965901992
## Hepatitis.B                      0.00000  0.000000  0.000000000  0.000000000
## Polio                            0.00000  0.000000  0.000000000  0.000000000
## Diphtheria                       0.00000  0.000000  0.000000000  0.000000000
## Adult.Mortality                  0.00000  0.000000 -0.002530686 -0.005352157
## under.five.deaths                0.00000  0.000000  0.000000000  0.000000000
## HIV.AIDS                         0.00000  0.000000  0.000000000  0.000000000
## percentage.expenditure           0.00000  0.000000  0.000000000  0.000000000
## GDP                              0.00000  0.000000  0.000000000  0.000000000
## Income.composition.of.resources  0.00000  2.961789  4.950222161  6.617303940
## Alcohol                          0.00000  0.000000  0.000000000  0.000000000
## Population                       0.00000  0.000000  0.000000000  0.000000000
## BMI                              0.00000  0.000000  0.000000000  0.000000000
##                                       4.8264      4.3976       4.007
## (Intercept)                     65.437247967 64.95555811 64.51666026
## Hepatitis.B                      0.000000000  0.00000000  0.00000000
## Polio                            0.000000000  0.00000000  0.00000000
## Diphtheria                       0.000000000  0.00000000  0.00000000
## Adult.Mortality                 -0.007923045 -0.01026554 -0.01239994
## under.five.deaths                0.000000000  0.00000000  0.00000000
## HIV.AIDS                         0.000000000  0.00000000  0.00000000
## percentage.expenditure           0.000000000  0.00000000  0.00000000
## GDP                              0.000000000  0.00000000  0.00000000
## Income.composition.of.resources  8.136267665  9.52029084 10.78136120
## Alcohol                          0.000000000  0.00000000  0.00000000
## Population                       0.000000000  0.00000000  0.00000000
## BMI                              0.000000000  0.00000000  0.00000000
##                                       3.651      3.3267      3.0311
## (Intercept)                     64.08652178 63.65386474 63.25978722
## Hepatitis.B                      0.00000000  0.00000000  0.00000000
## Polio                            0.00000000  0.00000000  0.00000000
## Diphtheria                       0.00000000  0.00000000  0.00000000
## Adult.Mortality                 -0.01394833 -0.01483558 -0.01564447
## under.five.deaths                0.00000000  0.00000000  0.00000000
## HIV.AIDS                        -0.01867954 -0.06023126 -0.09808893
## percentage.expenditure           0.00000000  0.00000000  0.00000000
## GDP                              0.00000000  0.00000000  0.00000000
## Income.composition.of.resources 11.92642398 12.96538664 13.91193669
## Alcohol                          0.00000000  0.00000000  0.00000000
## Population                       0.00000000  0.00000000  0.00000000
## BMI                              0.00000000  0.00000000  0.00000000
##                                       2.7618      2.5165       2.2929
## (Intercept)                     62.793564362 62.35498110 61.871364979
## Hepatitis.B                      0.000000000  0.00000000  0.000000000
## Polio                            0.000000000  0.00000000  0.000000000
## Diphtheria                       0.000000000  0.00000000  0.001561939
## Adult.Mortality                 -0.016217427 -0.01671853 -0.017159443
## under.five.deaths                0.000000000  0.00000000  0.000000000
## HIV.AIDS                        -0.131423169 -0.16166201 -0.189076496
## percentage.expenditure           0.000000000  0.00000000  0.000000000
## GDP                              0.000000000  0.00000000  0.000000000
## Income.composition.of.resources 14.525546962 15.05794425 15.475356294
## Alcohol                          0.000000000  0.00000000  0.000000000
## Population                       0.000000000  0.00000000  0.000000000
## BMI                              0.006140176  0.01243862  0.018056060
##                                        2.0892       1.9036       1.7345
## (Intercept)                     61.2000843867 60.528266099 59.917798299
## Hepatitis.B                      0.0000000000  0.000000000  0.000000000
## Polio                            0.0008303576  0.003927701  0.006711746
## Diphtheria                       0.0061825613  0.008985667  0.011567256
## Adult.Mortality                 -0.0174978161 -0.017783373 -0.018046510
## under.five.deaths                0.0000000000  0.000000000  0.000000000
## HIV.AIDS                        -0.2137581347 -0.236250082 -0.256743240
## percentage.expenditure           0.0000000000  0.000000000  0.000000000
## GDP                              0.0000000000  0.000000000  0.000000000
## Income.composition.of.resources 15.7003755319 15.879464262 16.042248774
## Alcohol                          0.0000000000  0.000000000  0.000000000
## Population                       0.0000000000  0.000000000  0.000000000
## BMI                              0.0228113671  0.027026072  0.030864920
##                                        1.5804          1.44        1.3121
## (Intercept)                      5.938407e+01  5.892681e+01 58.5125300123
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.0000000000
## Polio                            9.195198e-03  1.143885e-02  0.0134652559
## Diphtheria                       1.396738e-02  1.617610e-02  0.0182046599
## Adult.Mortality                 -1.826069e-02 -1.839233e-02 -0.0185177962
## under.five.deaths                0.000000e+00  0.000000e+00  0.0000000000
## HIV.AIDS                        -2.756891e-01 -2.934318e-01 -0.3095935046
## percentage.expenditure           0.000000e+00  0.000000e+00  0.0000000000
## GDP                              2.546966e-06  9.025348e-06  0.0000149664
## Income.composition.of.resources  1.612916e+01  1.611149e+01 16.0934782012
## Alcohol                          0.000000e+00  0.000000e+00  0.0000000000
## Population                       0.000000e+00  0.000000e+00  0.0000000000
## BMI                              3.423690e-02  3.713247e-02  0.0397611006
##                                        1.1955        1.0893        0.9926
## (Intercept)                      5.813447e+01  5.781288e+01  5.752485e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            1.530982e-02  1.692920e-02  1.838369e-02
## Diphtheria                       2.003886e-02  2.172467e-02  2.324480e-02
## Adult.Mortality                 -1.862941e-02 -1.875059e-02 -1.886131e-02
## under.five.deaths                0.000000e+00  0.000000e+00  0.000000e+00
## HIV.AIDS                        -3.243266e-01 -3.384854e-01 -3.516078e-01
## percentage.expenditure           0.000000e+00  0.000000e+00  0.000000e+00
## GDP                              2.036671e-05  2.469797e-05  2.849556e-05
## Income.composition.of.resources  1.607948e+01  1.598024e+01  1.587089e+01
## Alcohol                          0.000000e+00  1.205461e-02  2.620729e-02
## Population                       0.000000e+00  0.000000e+00  0.000000e+00
## BMI                              4.215730e-02  4.404036e-02  4.567380e-02
##                                        0.9044         0.824        0.7508
## (Intercept)                      5.726254e+01  5.702354e+01  5.680576e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            1.969947e-02  2.089833e-02  2.199070e-02
## Diphtheria                       2.463291e-02  2.589772e-02  2.705016e-02
## Adult.Mortality                 -1.896206e-02 -1.905386e-02 -1.913751e-02
## under.five.deaths                0.000000e+00  0.000000e+00  0.000000e+00
## HIV.AIDS                        -3.635599e-01 -3.744503e-01 -3.843732e-01
## percentage.expenditure           0.000000e+00  0.000000e+00  0.000000e+00
## GDP                              3.194845e-05  3.509462e-05  3.796129e-05
## Income.composition.of.resources  1.577186e+01  1.568163e+01  1.559941e+01
## Alcohol                          3.910725e-02  5.086120e-02  6.157097e-02
## Population                       0.000000e+00  0.000000e+00  0.000000e+00
## BMI                              4.716277e-02  4.851946e-02  4.975563e-02
##                                        0.6841        0.6234         0.568
## (Intercept)                     56.6073372934  5.645779e+01  5.634086e+01
## Hepatitis.B                      0.0000000000  0.000000e+00  0.000000e+00
## Polio                            0.0229860171  2.379458e-02  2.453619e-02
## Diphtheria                       0.0281002303  2.902195e-02  2.968728e-02
## Adult.Mortality                 -0.0192137224 -1.929706e-02 -1.935735e-02
## under.five.deaths                0.0000000000 -1.340164e-04 -3.795519e-04
## HIV.AIDS                        -0.3934145112 -4.017359e-01 -4.095091e-01
## percentage.expenditure           0.0000000000  0.000000e+00  0.000000e+00
## GDP                              0.0000405733  4.296209e-05  4.498806e-05
## Income.composition.of.resources 15.5244946965  1.545004e+01  1.538935e+01
## Alcohol                          0.0713293071  8.017846e-02  8.834170e-02
## Population                       0.0000000000  0.000000e+00  0.000000e+00
## BMI                              0.0508819771  5.169340e-02  5.226560e-02
##                                        0.5175        0.4715        0.4297
## (Intercept)                      5.623802e+01  5.614429e+01  5.605915e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            2.518501e-02  2.577613e-02  2.631682e-02
## Diphtheria                       3.034704e-02  3.094812e-02  3.150458e-02
## Adult.Mortality                 -1.942375e-02 -1.948415e-02 -1.954083e-02
## under.five.deaths               -6.047442e-04 -8.099033e-04 -9.969554e-04
## HIV.AIDS                        -4.165491e-01 -4.229637e-01 -4.288026e-01
## percentage.expenditure           0.000000e+00  0.000000e+00  1.119594e-07
## GDP                              4.690121e-05  4.864333e-05  5.022875e-05
## Income.composition.of.resources  1.532829e+01  1.527268e+01  1.522072e+01
## Alcohol                          9.571601e-02  1.024357e-01  1.085394e-01
## Population                       0.000000e+00  0.000000e+00  0.000000e+00
## BMI                              5.277193e-02  5.323365e-02  5.365286e-02
##                                        0.3915        0.3567         0.325
## (Intercept)                      5.597826e+01  5.590539e+01  5.583825e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            2.682636e-02  2.727716e-02  2.770491e-02
## Diphtheria                       3.200655e-02  3.246301e-02  3.288805e-02
## Adult.Mortality                 -1.958980e-02 -1.963534e-02 -1.967741e-02
## under.five.deaths               -1.167286e-03 -1.323071e-03 -1.464530e-03
## HIV.AIDS                        -4.341419e-01 -4.390101e-01 -4.434375e-01
## percentage.expenditure           1.322985e-05  2.545688e-05  3.688165e-05
## GDP                              4.987928e-05  4.952912e-05  4.917693e-05
## Income.composition.of.resources  1.518045e+01  1.514496e+01  1.511039e+01
## Alcohol                          1.138084e-01  1.186122e-01  1.229568e-01
## Population                       0.000000e+00  0.000000e+00  0.000000e+00
## BMI                              5.407518e-02  5.445460e-02  5.480577e-02
##                                        0.2961        0.2698        0.2459
## (Intercept)                      5.577706e+01  5.572131e+01  5.567051e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            2.809392e-02  2.844841e-02  2.877142e-02
## Diphtheria                       3.327559e-02  3.362875e-02  3.395053e-02
## Adult.Mortality                 -1.971569e-02 -1.975057e-02 -1.978236e-02
## under.five.deaths               -1.593426e-03 -1.710872e-03 -1.817885e-03
## HIV.AIDS                        -4.474719e-01 -4.511479e-01 -4.544974e-01
## percentage.expenditure           4.735595e-05  5.692272e-05  6.564751e-05
## GDP                              4.884713e-05  4.854349e-05  4.826575e-05
## Income.composition.of.resources  1.507898e+01  1.505037e+01  1.502430e+01
## Alcohol                          1.269140e-01  1.305190e-01  1.338036e-01
## Population                       0.000000e+00  0.000000e+00  0.000000e+00
## BMI                              5.512591e-02  5.541767e-02  5.568354e-02
##                                         0.224        0.2041         0.186
## (Intercept)                      5.562422e+01  5.558204e+01  5.554361e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            2.906574e-02  2.933391e-02  2.957826e-02
## Diphtheria                       3.424374e-02  3.451090e-02  3.475433e-02
## Adult.Mortality                 -1.981132e-02 -1.983771e-02 -1.986175e-02
## under.five.deaths               -1.915391e-03 -2.004235e-03 -2.085187e-03
## HIV.AIDS                        -4.575493e-01 -4.603301e-01 -4.628639e-01
## percentage.expenditure           7.359994e-05  8.084684e-05  8.745027e-05
## GDP                              4.801231e-05  4.778125e-05  4.757068e-05
## Income.composition.of.resources  1.500055e+01  1.497891e+01  1.495919e+01
## Alcohol                          1.367963e-01  1.395231e-01  1.420076e-01
## Population                       0.000000e+00  0.000000e+00  0.000000e+00
## BMI                              5.592579e-02  5.614652e-02  5.634764e-02
##                                        0.1695        0.1544        0.1407
## (Intercept)                      5.550859e+01  5.547669e+01  5.544761e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            2.980091e-02  3.000377e-02  3.018862e-02
## Diphtheria                       3.497613e-02  3.517822e-02  3.536237e-02
## Adult.Mortality                 -1.988366e-02 -1.990362e-02 -1.992181e-02
## under.five.deaths               -2.158947e-03 -2.226154e-03 -2.287390e-03
## HIV.AIDS                        -4.651726e-01 -4.672761e-01 -4.691928e-01
## percentage.expenditure           9.346718e-05  9.894960e-05  1.039450e-04
## GDP                              4.737880e-05  4.720396e-05  4.704465e-05
## Income.composition.of.resources  1.494123e+01  1.492486e+01  1.490994e+01
## Alcohol                          1.442714e-01  1.463342e-01  1.482136e-01
## Population                       0.000000e+00  0.000000e+00  0.000000e+00
## BMI                              5.653090e-02  5.669788e-02  5.685002e-02
##                                        0.1282        0.1168        0.1064
## (Intercept)                     55.4211250082  5.539808e+01  5.537595e+01
## Hepatitis.B                      0.0000000000  0.000000e+00  0.000000e+00
## Polio                            0.0303570395  3.049785e-02  3.063977e-02
## Diphtheria                       0.0355301506  3.568119e-02  3.581999e-02
## Adult.Mortality                 -0.0199383795 -1.995525e-02 -1.996878e-02
## under.five.deaths               -0.0023431871 -2.394725e-03 -2.440956e-03
## HIV.AIDS                        -0.4709392555 -4.725281e-01 -4.739780e-01
## percentage.expenditure           0.0001084966  1.125951e-04  1.163405e-04
## GDP                              0.0000468995  4.677963e-05  4.666217e-05
## Income.composition.of.resources 14.8963516238  1.488497e+01  1.487357e+01
## Alcohol                          0.1499261215  1.514988e-01  1.529209e-01
## Population                       0.0000000000  0.000000e+00  0.000000e+00
## BMI                              0.0569886504  5.710685e-02  5.722287e-02
##                                         0.097        0.0884        0.0805
## (Intercept)                      5.535583e+01  5.534053e+01  5.532946e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            3.076811e-02  3.089254e-02  3.098055e-02
## Diphtheria                       3.594711e-02  3.605814e-02  3.613134e-02
## Adult.Mortality                 -1.998118e-02 -1.999268e-02 -2.000292e-02
## under.five.deaths               -2.483111e-03 -2.568755e-03 -2.662398e-03
## HIV.AIDS                        -4.752993e-01 -4.764472e-01 -4.775025e-01
## percentage.expenditure           1.197784e-04  1.232981e-04  1.261113e-04
## GDP                              4.655276e-05  4.641252e-05  4.633994e-05
## Income.composition.of.resources  1.486320e+01  1.484689e+01  1.483473e+01
## Alcohol                          1.542155e-01  1.554144e-01  1.565800e-01
## Population                       0.000000e+00  2.566613e-10  5.590453e-10
## BMI                              5.732833e-02  5.741760e-02  5.747821e-02
##                                        0.0734        0.0668        0.0609
## (Intercept)                      5.531842e+01  5.530839e+01  5.529926e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            3.107638e-02  3.116272e-02  3.124139e-02
## Diphtheria                       3.619939e-02  3.626190e-02  3.631884e-02
## Adult.Mortality                 -2.001106e-02 -2.001853e-02 -2.002532e-02
## under.five.deaths               -2.747240e-03 -2.824592e-03 -2.895071e-03
## HIV.AIDS                        -4.784681e-01 -4.793481e-01 -4.801500e-01
## percentage.expenditure           1.287144e-04  1.310968e-04  1.332690e-04
## GDP                              4.626866e-05  4.620310e-05  4.614310e-05
## Income.composition.of.resources  1.482236e+01  1.481112e+01  1.480087e+01
## Alcohol                          1.576268e-01  1.585801e-01  1.594486e-01
## Population                       8.344971e-10  1.085535e-09  1.314268e-09
## BMI                              5.753932e-02  5.759472e-02  5.764523e-02
##                                        0.0555        0.0506        0.0461
## (Intercept)                      5.529094e+01  5.528336e+01  5.527645e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  0.000000e+00
## Polio                            3.131307e-02  3.137839e-02  3.143790e-02
## Diphtheria                       3.637073e-02  3.641801e-02  3.646109e-02
## Adult.Mortality                 -2.003151e-02 -2.003715e-02 -2.004229e-02
## under.five.deaths               -2.959289e-03 -3.017801e-03 -3.071116e-03
## HIV.AIDS                        -4.808806e-01 -4.815463e-01 -4.821529e-01
## percentage.expenditure           1.352492e-04  1.370539e-04  1.386984e-04
## GDP                              4.608830e-05  4.603833e-05  4.599277e-05
## Income.composition.of.resources  1.479154e+01  1.478304e+01  1.477529e+01
## Alcohol                          1.602400e-01  1.609611e-01  1.616181e-01
## Population                       1.522682e-09  1.712580e-09  1.885609e-09
## BMI                              5.769125e-02  5.773318e-02  5.777139e-02
##                                         0.042        0.0382        0.0349
## (Intercept)                      5.527015e+01  5.526442e+01  5.525913e+01
## Hepatitis.B                      0.000000e+00  0.000000e+00  1.203998e-05
## Polio                            3.149213e-02  3.154154e-02  3.157932e-02
## Diphtheria                       3.650034e-02  3.653611e-02  3.656502e-02
## Adult.Mortality                 -2.004697e-02 -2.005124e-02 -2.005519e-02
## under.five.deaths               -3.119694e-03 -3.163957e-03 -3.204112e-03
## HIV.AIDS                        -4.827056e-01 -4.832092e-01 -4.836669e-01
## percentage.expenditure           1.401969e-04  1.415622e-04  1.428219e-04
## GDP                              4.595125e-05  4.591341e-05  4.587874e-05
## Income.composition.of.resources  1.476823e+01  1.476180e+01  1.475596e+01
## Alcohol                          1.622167e-01  1.627621e-01  1.632618e-01
## Population                       2.043266e-09  2.186917e-09  2.317949e-09
## BMI                              5.780621e-02  5.783793e-02  5.786652e-02
##                                        0.0318        0.0289        0.0264
## (Intercept)                      5.525303e+01  5.524777e+01  5.524295e+01
## Hepatitis.B                      8.371508e-05  1.441677e-04  1.993493e-04
## Polio                            3.161077e-02  3.163643e-02  3.165938e-02
## Diphtheria                       3.655515e-02  3.654858e-02  3.654274e-02
## Adult.Mortality                 -2.006024e-02 -2.006353e-02 -2.006641e-02
## under.five.deaths               -3.238169e-03 -3.270812e-03 -3.300587e-03
## HIV.AIDS                        -4.840565e-01 -4.844300e-01 -4.847711e-01
## percentage.expenditure           1.440212e-04  1.451630e-04  1.462097e-04
## GDP                              4.584261e-05  4.580720e-05  4.577410e-05
## Income.composition.of.resources  1.475057e+01  1.474551e+01  1.474093e+01
## Alcohol                          1.637309e-01  1.641585e-01  1.645479e-01
## Population                       2.435569e-09  2.545184e-09  2.645119e-09
## BMI                              5.788913e-02  5.791096e-02  5.793097e-02
##                                         0.024        0.0219        0.0199
## (Intercept)                      5.523856e+01  5.523456e+01  5.523091e+01
## Hepatitis.B                      2.496932e-04  2.955774e-04  3.373908e-04
## Polio                            3.168029e-02  3.169936e-02  3.171673e-02
## Diphtheria                       3.653739e-02  3.653251e-02  3.652806e-02
## Adult.Mortality                 -2.006903e-02 -2.007142e-02 -2.007360e-02
## under.five.deaths               -3.327716e-03 -3.352434e-03 -3.374956e-03
## HIV.AIDS                        -4.850819e-01 -4.853651e-01 -4.856231e-01
## percentage.expenditure           1.471669e-04  1.480410e-04  1.488385e-04
## GDP                              4.574344e-05  4.571525e-05  4.568943e-05
## Income.composition.of.resources  1.473675e+01  1.473295e+01  1.472949e+01
## Alcohol                          1.649026e-01  1.652258e-01  1.655202e-01
## Population                       2.736176e-09  2.819144e-09  2.894741e-09
## BMI                              5.794923e-02  5.796586e-02  5.798103e-02
##                                        0.0182        0.0166        0.0151
## (Intercept)                      5.522759e+01  5.522456e+01  5.522181e+01
## Hepatitis.B                      3.754927e-04  4.102115e-04  4.418468e-04
## Polio                            3.173256e-02  3.174698e-02  3.176013e-02
## Diphtheria                       3.652400e-02  3.652030e-02  3.651693e-02
## Adult.Mortality                 -2.007559e-02 -2.007739e-02 -2.007904e-02
## under.five.deaths               -3.395477e-03 -3.414176e-03 -3.431213e-03
## HIV.AIDS                        -4.858582e-01 -4.860724e-01 -4.862676e-01
## percentage.expenditure           1.495657e-04  1.502285e-04  1.508327e-04
## GDP                              4.566582e-05  4.564428e-05  4.562462e-05
## Income.composition.of.resources  1.472633e+01  1.472346e+01  1.472084e+01
## Alcohol                          1.657884e-01  1.660328e-01  1.662555e-01
## Population                       2.963623e-09  3.026385e-09  3.083572e-09
## BMI                              5.799484e-02  5.800743e-02  5.801890e-02
##                                        0.0137        0.0125        0.0114
## (Intercept)                      5.521929e+01  5.521700e+01  5.521492e+01
## Hepatitis.B                      4.706722e-04  4.969371e-04  5.208689e-04
## Polio                            3.177210e-02  3.178301e-02  3.179296e-02
## Diphtheria                       3.651386e-02  3.651107e-02  3.650852e-02
## Adult.Mortality                 -2.008054e-02 -2.008191e-02 -2.008315e-02
## under.five.deaths               -3.446737e-03 -3.460881e-03 -3.473769e-03
## HIV.AIDS                        -4.864454e-01 -4.866075e-01 -4.867551e-01
## percentage.expenditure           1.513832e-04  1.518849e-04  1.523420e-04
## GDP                              4.560671e-05  4.559037e-05  4.557549e-05
## Income.composition.of.resources  1.471845e+01  1.471628e+01  1.471430e+01
## Alcohol                          1.664584e-01  1.666433e-01  1.668118e-01
## Population                       3.135679e-09  3.183157e-09  3.226416e-09
## BMI                              5.802936e-02  5.803888e-02  5.804756e-02
##                                        0.0104        0.0095        0.0086
## (Intercept)                      5.521264e+01  5.521099e+01  5.520946e+01
## Hepatitis.B                      5.443420e-04  5.631003e-04  5.809769e-04
## Polio                            3.180474e-02  3.181239e-02  3.181935e-02
## Diphtheria                       3.650769e-02  3.650641e-02  3.650456e-02
## Adult.Mortality                 -2.008543e-02 -2.008659e-02 -2.008745e-02
## under.five.deaths               -3.483821e-03 -3.494537e-03 -3.504427e-03
## HIV.AIDS                        -4.868744e-01 -4.869962e-01 -4.871092e-01
## percentage.expenditure           1.527312e-04  1.531026e-04  1.534472e-04
## GDP                              4.556374e-05  4.555203e-05  4.554108e-05
## Income.composition.of.resources  1.471267e+01  1.471102e+01  1.470951e+01
## Alcohol                          1.669592e-01  1.670996e-01  1.672277e-01
## Population                       3.263167e-09  3.299048e-09  3.331988e-09
## BMI                              5.805416e-02  5.806135e-02  5.806803e-02
##                                        0.0079        0.0072        0.0065
## (Intercept)                      5.520805e+01  5.520676e+01  5.520558e+01
## Hepatitis.B                      5.974536e-04  6.124702e-04  6.261403e-04
## Polio                            3.182594e-02  3.183204e-02  3.183763e-02
## Diphtheria                       3.650264e-02  3.650084e-02  3.649920e-02
## Adult.Mortality                 -2.008821e-02 -2.008889e-02 -2.008952e-02
## under.five.deaths               -3.513446e-03 -3.521664e-03 -3.529152e-03
## HIV.AIDS                        -4.872122e-01 -4.873062e-01 -4.873917e-01
## percentage.expenditure           1.537630e-04  1.540517e-04  1.543153e-04
## GDP                              4.553091e-05  4.552153e-05  4.551290e-05
## Income.composition.of.resources  1.470813e+01  1.470687e+01  1.470572e+01
## Alcohol                          1.673444e-01  1.674506e-01  1.675474e-01
## Population                       3.362024e-09  3.389393e-09  3.414331e-09
## BMI                              5.807412e-02  5.807967e-02  5.808472e-02
##                                         0.006        0.0054        0.0049
## (Intercept)                      5.520345e+01  5.520355e+01  5.520180e+01
## Hepatitis.B                      6.486724e-04  6.490704e-04  6.680068e-04
## Polio                            3.184678e-02  3.184744e-02  3.185460e-02
## Diphtheria                       3.649861e-02  3.649737e-02  3.649653e-02
## Adult.Mortality                 -2.009175e-02 -2.009095e-02 -2.009260e-02
## under.five.deaths               -3.532452e-03 -3.541894e-03 -3.544851e-03
## HIV.AIDS                        -4.874494e-01 -4.875370e-01 -4.875874e-01
## percentage.expenditure           1.545270e-04  1.547622e-04  1.549435e-04
## GDP                              4.550739e-05  4.549863e-05  4.549381e-05
## Income.composition.of.resources  1.470497e+01  1.470376e+01  1.470311e+01
## Alcohol                          1.676187e-01  1.677154e-01  1.677751e-01
## Population                       3.431849e-09  3.457228e-09  3.472135e-09
## BMI                              5.808732e-02  5.809325e-02  5.809560e-02
##                                        0.0045        0.0041        0.0037
## (Intercept)                      5.520089e+01  5.520024e+01  5.519967e+01
## Hepatitis.B                      6.774846e-04  6.848276e-04  6.916145e-04
## Polio                            3.185936e-02  3.186265e-02  3.186531e-02
## Diphtheria                       3.649607e-02  3.649555e-02  3.649486e-02
## Adult.Mortality                 -2.009345e-02 -2.009392e-02 -2.009421e-02
## under.five.deaths               -3.549473e-03 -3.554258e-03 -3.558786e-03
## HIV.AIDS                        -4.876406e-01 -4.876937e-01 -4.877438e-01
## percentage.expenditure           1.551141e-04  1.552743e-04  1.554242e-04
## GDP                              4.548859e-05  4.548346e-05  4.547861e-05
## Income.composition.of.resources  1.470238e+01  1.470166e+01  1.470099e+01
## Alcohol                          1.678402e-01  1.679020e-01  1.679587e-01
## Population                       3.488448e-09  3.504177e-09  3.518789e-09
## BMI                              5.809862e-02  5.810178e-02  5.810481e-02
##                                        0.0034        0.0031        0.0028
## (Intercept)                      5.519914e+01  5.519865e+01  5.519820e+01
## Hepatitis.B                      6.980285e-04  7.040152e-04  7.095341e-04
## Polio                            3.186770e-02  3.186993e-02  3.187204e-02
## Diphtheria                       3.649402e-02  3.649312e-02  3.649223e-02
## Adult.Mortality                 -2.009440e-02 -2.009455e-02 -2.009468e-02
## under.five.deaths               -3.562960e-03 -3.566776e-03 -3.570255e-03
## HIV.AIDS                        -4.877902e-01 -4.878327e-01 -4.878715e-01
## percentage.expenditure           1.555630e-04  1.556906e-04  1.558075e-04
## GDP                              4.547408e-05  4.546987e-05  4.546597e-05
## Income.composition.of.resources  1.470036e+01  1.469980e+01  1.469928e+01
## Alcohol                          1.680104e-01  1.680575e-01  1.681004e-01
## Population                       3.532193e-09  3.544433e-09  3.555595e-09
## BMI                              5.810762e-02  5.811019e-02  5.811253e-02
##                                        0.0026        0.0023        0.0021
## (Intercept)                      5.519779e+01  5.519741e+01  5.519706e+01
## Hepatitis.B                      7.145843e-04  7.191891e-04  7.233821e-04
## Polio                            3.187402e-02  3.187585e-02  3.187753e-02
## Diphtheria                       3.649138e-02  3.649058e-02  3.648985e-02
## Adult.Mortality                 -2.009479e-02 -2.009489e-02 -2.009499e-02
## under.five.deaths               -3.573426e-03 -3.576316e-03 -3.578949e-03
## HIV.AIDS                        -4.879068e-01 -4.879390e-01 -4.879684e-01
## percentage.expenditure           1.559145e-04  1.560123e-04  1.561017e-04
## GDP                              4.546236e-05  4.545902e-05  4.545595e-05
## Income.composition.of.resources  1.469881e+01  1.469838e+01  1.469799e+01
## Alcohol                          1.681395e-01  1.681751e-01  1.682075e-01
## Population                       3.565767e-09  3.575036e-09  3.583482e-09
## BMI                              5.811467e-02  5.811661e-02  5.811838e-02
##                                        0.0019        0.0018        0.0016
## (Intercept)                      5.519675e+01  5.519646e+01  5.519620e+01
## Hepatitis.B                      7.271993e-04  7.306750e-04  7.338407e-04
## Polio                            3.187907e-02  3.188048e-02  3.188176e-02
## Diphtheria                       3.648919e-02  3.648858e-02  3.648803e-02
## Adult.Mortality                 -2.009507e-02 -2.009515e-02 -2.009522e-02
## under.five.deaths               -3.581348e-03 -3.583534e-03 -3.585526e-03
## HIV.AIDS                        -4.879952e-01 -4.880195e-01 -4.880417e-01
## percentage.expenditure           1.561834e-04  1.562580e-04  1.563260e-04
## GDP                              4.545313e-05  4.545053e-05  4.544814e-05
## Income.composition.of.resources  1.469763e+01  1.469730e+01  1.469701e+01
## Alcohol                          1.682370e-01  1.682639e-01  1.682884e-01
## Population                       3.591178e-09  3.598190e-09  3.604580e-09
## BMI                              5.812000e-02  5.812147e-02  5.812281e-02
##                                        0.0015        0.0013        0.0012
## (Intercept)                      5.519596e+01  5.519574e+01  5.519554e+01
## Hepatitis.B                      7.367247e-04  7.393525e-04  7.417471e-04
## Polio                            3.188293e-02  3.188400e-02  3.188497e-02
## Diphtheria                       3.648753e-02  3.648707e-02  3.648665e-02
## Adult.Mortality                 -2.009528e-02 -2.009534e-02 -2.009539e-02
## under.five.deaths               -3.587341e-03 -3.588994e-03 -3.590501e-03
## HIV.AIDS                        -4.880620e-01 -4.880804e-01 -4.880972e-01
## percentage.expenditure           1.563882e-04  1.564449e-04  1.564966e-04
## GDP                              4.544595e-05  4.544394e-05  4.544211e-05
## Income.composition.of.resources  1.469674e+01  1.469649e+01  1.469627e+01
## Alcohol                          1.683107e-01  1.683311e-01  1.683496e-01
## Population                       3.610401e-09  3.615706e-09  3.620539e-09
## BMI                              5.812403e-02  5.812514e-02  5.812616e-02
##                                        0.0011         0.001         9e-04
## (Intercept)                      5.519536e+01  5.519520e+01  5.519505e+01
## Hepatitis.B                      7.439292e-04  7.459178e-04  7.477299e-04
## Polio                            3.188585e-02  3.188666e-02  3.188739e-02
## Diphtheria                       3.648627e-02  3.648593e-02  3.648561e-02
## Adult.Mortality                 -2.009544e-02 -2.009548e-02 -2.009552e-02
## under.five.deaths               -3.591874e-03 -3.593125e-03 -3.594265e-03
## HIV.AIDS                        -4.881125e-01 -4.881265e-01 -4.881392e-01
## percentage.expenditure           1.565439e-04  1.565869e-04  1.566262e-04
## GDP                              4.544042e-05  4.543888e-05  4.543748e-05
## Income.composition.of.resources  1.469606e+01  1.469588e+01  1.469571e+01
## Alcohol                          1.683665e-01  1.683819e-01  1.683959e-01
## Population                       3.624943e-09  3.628956e-09  3.632612e-09
## BMI                              5.812708e-02  5.812792e-02  5.812869e-02
##                                         8e-04         8e-04         7e-04
## (Intercept)                      5.519491e+01  5.519479e+01  5.519468e+01
## Hepatitis.B                      7.493813e-04  7.508861e-04  7.522574e-04
## Polio                            3.188806e-02  3.188867e-02  3.188923e-02
## Diphtheria                       3.648533e-02  3.648506e-02  3.648483e-02
## Adult.Mortality                 -2.009556e-02 -2.009559e-02 -2.009562e-02
## under.five.deaths               -3.595303e-03 -3.596250e-03 -3.597112e-03
## HIV.AIDS                        -4.881508e-01 -4.881613e-01 -4.881709e-01
## percentage.expenditure           1.566620e-04  1.566946e-04  1.567244e-04
## GDP                              4.543619e-05  4.543501e-05  4.543394e-05
## Income.composition.of.resources  1.469555e+01  1.469541e+01  1.469529e+01
## Alcohol                          1.684086e-01  1.684203e-01  1.684309e-01
## Population                       3.635943e-09  3.638979e-09  3.641745e-09
## BMI                              5.812939e-02  5.813003e-02  5.813061e-02
#Find best lambda and coefficients
set.seed(123)

cv_fit <- cv.grpreg(X, y, groups = group_indices, penalty = "grLasso")
best_lambda <- cv_fit$lambda.min
best_coef <- coef(cv_fit, s = best_lambda)
best_lambda
## [1] 0.01508596
best_coef
##                     (Intercept)                     Hepatitis.B 
##                    5.522181e+01                    4.418468e-04 
##                           Polio                      Diphtheria 
##                    3.176013e-02                    3.651693e-02 
##                 Adult.Mortality               under.five.deaths 
##                   -2.007904e-02                   -3.431213e-03 
##                        HIV.AIDS          percentage.expenditure 
##                   -4.862676e-01                    1.508327e-04 
##                             GDP Income.composition.of.resources 
##                    4.562462e-05                    1.472084e+01 
##                         Alcohol                      Population 
##                    1.662555e-01                    3.083572e-09 
##                             BMI 
##                    5.801890e-02